diff --git a/web/pgadmin/tools/sqleditor/tests/test_download_csv_query_tool.py b/web/pgadmin/tools/sqleditor/tests/test_download_csv_query_tool.py
index c60fbe1e5e2..f4157dbdc7f 100644
--- a/web/pgadmin/tools/sqleditor/tests/test_download_csv_query_tool.py
+++ b/web/pgadmin/tools/sqleditor/tests/test_download_csv_query_tool.py
@@ -29,11 +29,12 @@ class TestDownloadCSV(BaseTestGenerator):
         (
             'Download csv URL with valid query',
             dict(
-                sql='SELECT 1 as "A",2 as "B",3 as "C"',
+                sql='SELECT 1 as "A",2 as "B",3 as "C",2300::numeric'
+                    ' as "Price"',
                 init_url='/sqleditor/initialize/sqleditor/{0}/{1}/{2}/{3}',
                 donwload_url="/sqleditor/query_tool/download/{0}",
-                output_columns='"A","B","C"',
-                output_values='1,2,3',
+                output_columns='"A","B","C","Price"',
+                output_values='1,2,3,2300',
                 is_valid_tx=True,
                 is_valid=True,
                 download_as_txt=False,
@@ -205,8 +206,8 @@ def runTest(self):
                 # when valid query
                 self.assertEqual(response.status_code, 200)
                 csv_data = response.data.decode()
-                self.assertTrue(self.output_columns in csv_data)
-                self.assertTrue(self.output_values in csv_data)
+                self.assertIn(self.output_columns, csv_data)
+                self.assertIn(self.output_values, csv_data)
                 self.assertIn('text/csv', headers['Content-Type'])
                 self.assertIn(self.filename, headers['Content-Disposition'])
             elif not self.is_valid and self.is_valid_tx:
@@ -214,8 +215,8 @@ def runTest(self):
                 self.assertEqual(response.status_code, 200)
                 response_data = json.loads(response.data.decode('utf-8'))
                 self.assertFalse(response_data['data']['status'])
-                self.assertTrue(
-                    'relation "this_table_does_not_exist" does not exist' in
+                self.assertIn(
+                    'relation "this_table_does_not_exist" does not exist',
                     response_data['data']['result']
                 )
             else:
diff --git a/web/pgadmin/utils/driver/psycopg3/connection.py b/web/pgadmin/utils/driver/psycopg3/connection.py
index 55b77ccaac5..f28357076a7 100644
--- a/web/pgadmin/utils/driver/psycopg3/connection.py
+++ b/web/pgadmin/utils/driver/psycopg3/connection.py
@@ -34,7 +34,8 @@
 from .cursor import DictCursor, AsyncDictCursor, AsyncDictServerCursor
 from .typecast import register_global_typecasters,\
     register_string_typecasters, register_binary_typecasters, \
-    register_array_to_string_typecasters, ALL_JSON_TYPES
+    register_array_to_string_typecasters, ALL_JSON_TYPES, \
+    register_numeric_typecasters
 from .encoding import get_encoding, configure_driver_encodings
 from pgadmin.utils import csv_lib as csv
 from pgadmin.utils.master_password import get_crypt_key
@@ -903,6 +904,8 @@ def gen(conn_obj, trans_obj, quote='strings', quote_char="'",
                 cur.scroll(0, mode='absolute')
             except Exception as e:
                 print(str(e))
+            # Make sure numeric values will be fetched without quoting
+            register_numeric_typecasters(cur)
             results = cur.fetchmany(records)
             if not results:
                 yield gettext('The query executed did not return any data.')
diff --git a/web/pgadmin/utils/driver/psycopg3/typecast.py b/web/pgadmin/utils/driver/psycopg3/typecast.py
index 06f41b82617..b906a23f95c 100644
--- a/web/pgadmin/utils/driver/psycopg3/typecast.py
+++ b/web/pgadmin/utils/driver/psycopg3/typecast.py
@@ -17,6 +17,7 @@
 from psycopg._encodings import py_codecs as encodings
 from .encoding import get_encoding, configure_driver_encodings
 from psycopg.types.net import InetLoader
+from psycopg.types.numeric import NumericLoader, IntLoader, FloatLoader
 from psycopg.adapt import Loader
 from ipaddress import ip_address, ip_interface
 from psycopg._encodings import py_codecs as encodings
@@ -168,6 +169,19 @@ def register_string_typecasters(connection):
             connection.adapters.register_loader(typ, TextLoaderpgAdmin)
 
 
+def register_numeric_typecasters(_cursor):
+    # These original loader registration works on cursor level
+
+    _cursor.adapters.register_loader(1700,
+                                     NumericLoader)
+    _cursor.adapters.register_loader(700,
+                                     FloatLoader)
+    _cursor.adapters.register_loader(701,
+                                     FloatLoader)
+    _cursor.adapters.register_loader(20,
+                                     IntLoader)
+
+
 def register_binary_typecasters(connection):
     # The new classes can be registered globally, on a connection, on a cursor