diff --git a/fdroidserver/metadata.py b/fdroidserver/metadata.py
index c4b332d0..7f406e7d 100644
--- a/fdroidserver/metadata.py
+++ b/fdroidserver/metadata.py
@@ -20,6 +20,7 @@
 
 import git
 from pathlib import Path
+import math
 import platform
 import os
 import re
@@ -897,6 +898,14 @@ def _normalize_type_string(v):
         if v:
             return 'true'
         return 'false'
+    if isinstance(v, float):
+        # YAML 1.2 values for NaN, Inf, and -Inf
+        if math.isnan(v):
+            return '.nan'
+        if math.isinf(v):
+            if v > 0:
+                return '.inf'
+            return '-.inf'
     return str(v)
 
 
diff --git a/tests/metadata.TestCase b/tests/metadata.TestCase
index 89ce3e8b..2da4b16c 100755
--- a/tests/metadata.TestCase
+++ b/tests/metadata.TestCase
@@ -965,6 +965,24 @@ class MetadataTest(unittest.TestCase):
             {'AntiFeatures': {'true': {}}},
         )
 
+    def test_parse_yaml_app_antifeatures_float_nan(self):
+        self.assertEqual(
+            metadata.parse_yaml_metadata(io.StringIO('AntiFeatures: .nan')),
+            {'AntiFeatures': {'.nan': {}}},
+        )
+
+    def test_parse_yaml_app_antifeatures_float_inf(self):
+        self.assertEqual(
+            metadata.parse_yaml_metadata(io.StringIO('AntiFeatures: .inf')),
+            {'AntiFeatures': {'.inf': {}}},
+        )
+
+    def test_parse_yaml_app_antifeatures_float_negative_inf(self):
+        self.assertEqual(
+            metadata.parse_yaml_metadata(io.StringIO('AntiFeatures: -.inf')),
+            {'AntiFeatures': {'-.inf': {}}},
+        )
+
     def test_parse_yaml_app_antifeatures_int(self):
         self.assertEqual(
             metadata.parse_yaml_metadata(io.StringIO('AntiFeatures: 1')),