diff --git a/airflow/providers/apache/cassandra/provider.yaml b/airflow/providers/apache/cassandra/provider.yaml
index 9fdbe4a5d4527..a1b09ef22ce3b 100644
--- a/airflow/providers/apache/cassandra/provider.yaml
+++ b/airflow/providers/apache/cassandra/provider.yaml
@@ -46,6 +46,26 @@ dependencies:
   - apache-airflow>=2.6.0
   - cassandra-driver>=3.13.0
 
+# Cassandra provider is not yet compatible with Python 3.12
+# The main issue is that python cassandra driver by default uses asyncore which has been deprecated since
+# Python 3.6 and removed in Python 3.12 (https://docs.python.org/3.11/library/asyncore.html)
+#
+# Currently the "wheel" package 3.29.0 distributed for manylinux platform is build without libev support (
+# which could be a viable asyncore replacement), and cassandra driver works in Python 3.12 if it is built
+# with libev support (using sdist, having gcc, libev4 and libev-dev installed). But it would be too much to
+# expect our users to build the driver from sources to use it with Python 3.12, so we are waiting for the
+# next release of cassandra-driver which will have libev support in the wheel package.
+# The issue is tracked here https://datastax-oss.atlassian.net/browse/PYTHON-1378
+#
+# Another option to get cassandra drive back is to have asyncio support in the driver instead of asyncore:
+# The issue is tracked here: https://datastax-oss.atlassian.net/browse/PYTHON-1375 and is scheduled
+# to be fixed in cassandra-driver 3.30.0.
+#
+# All Cassandra tests are automatically skipped if cassandra package is not present, so once you remove the
+# exclusion, they will start running for Python 3.12.
+#
+excluded-python-versions: ['3.12']
+
 integrations:
   - integration-name: Apache Cassandra
     external-doc-url: https://cassandra.apache.org/
diff --git a/generated/provider_dependencies.json b/generated/provider_dependencies.json
index e04f2c92c6641..11bf459e27cfc 100644
--- a/generated/provider_dependencies.json
+++ b/generated/provider_dependencies.json
@@ -90,7 +90,9 @@
     ],
     "devel-deps": [],
     "cross-providers-deps": [],
-    "excluded-python-versions": [],
+    "excluded-python-versions": [
+      "3.12"
+    ],
     "state": "ready"
   },
   "apache.drill": {
diff --git a/pyproject.toml b/pyproject.toml
index 69ddb532264e0..58cbcfa0e72eb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -573,7 +573,7 @@ apache-beam = [ # source: airflow/providers/apache/beam/provider.yaml
   "pyarrow>=14.0.1;python_version != \"3.12\"",
 ]
 apache-cassandra = [ # source: airflow/providers/apache/cassandra/provider.yaml
-  "cassandra-driver>=3.13.0",
+  "cassandra-driver>=3.13.0;python_version != \"3.12\"",
 ]
 apache-drill = [ # source: airflow/providers/apache/drill/provider.yaml
   "apache-airflow[common_sql]",