diff --git a/support/scripts/pkg-stats b/support/scripts/pkg-stats
index 55aa63c861..efb85a7405 100755
--- a/support/scripts/pkg-stats
+++ b/support/scripts/pkg-stats
@@ -148,17 +148,17 @@ class Package:
         Fills in the .url field
         """
         self.status['url'] = ("warning", "no Config.in")
-        for filename in os.listdir(self.pkgdir):
-            if fnmatch.fnmatch(filename, 'Config.*'):
-                fp = open(os.path.join(self.pkgdir, filename), "r")
-                for config_line in fp:
-                    if URL_RE.match(config_line):
-                        self.url = config_line.strip()
-                        self.status['url'] = ("ok", "found")
-                        fp.close()
-                        return
-                self.status['url'] = ("error", "missing")
-                fp.close()
+        for filename in ('Config.in', 'Config.in.host'):
+            try:
+                with open(os.path.join(self.pkgdir, filename), "r") as fp:
+                    for config_line in fp:
+                        if URL_RE.match(config_line):
+                            self.url = config_line.strip()
+                            self.status['url'] = ("ok", "found")
+                            return
+                    self.status['url'] = ("error", "missing")
+            except FileNotFoundError:
+                continue
 
     @property
     def patch_count(self):