diff --git a/zerver/lib/export.py b/zerver/lib/export.py
index 06322519c4..67f7db0625 100644
--- a/zerver/lib/export.py
+++ b/zerver/lib/export.py
@@ -98,6 +98,7 @@ ALL_ZULIP_TABLES = {
     'zerver_emailchangestatus',
     'zerver_huddle',
     'zerver_message',
+    'zerver_missedmessageemailaddress',
     'zerver_multiuseinvite',
     'zerver_multiuseinvite_streams',
     'zerver_preregistrationuser',
@@ -145,6 +146,11 @@ NON_EXPORTED_TABLES = {
     'zerver_preregistrationuser',
     'zerver_preregistrationuser_streams',
 
+    # Missed message addresses are low value to export since
+    # missed-message email addresses include the server's hostname and
+    # expire after a few days.
+    'zerver_missedmessageemailaddress',
+
     # When switching servers, clients will need to re-login and
     # reregister for push notifications anyway.
     'zerver_pushdevicetoken',
diff --git a/zerver/migrations/0259_missedmessageemailaddress.py b/zerver/migrations/0259_missedmessageemailaddress.py
new file mode 100644
index 0000000000..a1fd4a932a
--- /dev/null
+++ b/zerver/migrations/0259_missedmessageemailaddress.py
@@ -0,0 +1,29 @@
+# -*- coding: utf-8 -*-
+# Generated by Django 1.11.26 on 2020-01-06 01:23
+from __future__ import unicode_literals
+
+from django.conf import settings
+from django.db import migrations, models
+import django.db.models.deletion
+import django.utils.timezone
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('zerver', '0258_enable_online_push_notifications_default'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='MissedMessageEmailAddress',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('email_token', models.CharField(db_index=True, max_length=34, unique=True)),
+                ('timestamp', models.DateTimeField(db_index=True, default=django.utils.timezone.now)),
+                ('times_used', models.PositiveIntegerField(db_index=True, default=0)),
+                ('message', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='zerver.Message')),
+                ('user_profile', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+    ]
diff --git a/zerver/models.py b/zerver/models.py
index 3fa6e2b94b..d4aa0131c4 100644
--- a/zerver/models.py
+++ b/zerver/models.py
@@ -2509,6 +2509,21 @@ class ScheduledEmail(AbstractScheduledJob):
                                                self.address or list(self.users.all()),
                                                self.scheduled_timestamp)
 
+class MissedMessageEmailAddress(models.Model):
+    EXPIRY_SECONDS = 60 * 60 * 24 * 5
+
+    message = models.ForeignKey(Message, on_delete=CASCADE)  # type: Message
+    user_profile = models.ForeignKey(UserProfile, on_delete=CASCADE)  # type: UserProfile
+    email_token = models.CharField(max_length=34, unique=True, db_index=True)  # type: str
+
+    # Timestamp of when the missed message address generated.
+    # The address is valid until timestamp + EXPIRY_SECONDS.
+    timestamp = models.DateTimeField(db_index=True, default=timezone_now)  # type: datetime.datetime
+    times_used = models.PositiveIntegerField(default=0, db_index=True)  # type: int
+
+    def __str__(self) -> str:
+        return settings.EMAIL_GATEWAY_PATTERN % (self.email_token,)
+
 class ScheduledMessage(models.Model):
     sender = models.ForeignKey(UserProfile, on_delete=CASCADE)  # type: UserProfile
     recipient = models.ForeignKey(Recipient, on_delete=CASCADE)  # type: Recipient