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diff --git a/tests/config/test_oauth_delegation.py b/tests/config/test_oauth_delegation.py
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+# Copyright 2023 Matrix.org Foundation C.I.C.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from typing import Any, Dict
+from unittest.mock import Mock
+
+from synapse.config import ConfigError
+from synapse.module_api import ModuleApi
+from synapse.types import JsonDict
+
+from tests.server import get_clock
+from tests.unittest import HomeserverTestCase, override_config, skip_unless
+
+try:
+    import authlib  # noqa: F401
+
+    HAS_AUTHLIB = True
+except ImportError:
+    HAS_AUTHLIB = False
+
+
+# These are a few constants that are used as config parameters in the tests.
+SERVER_NAME = "test"
+ISSUER = "https://issuer/"
+CLIENT_ID = "test-client-id"
+CLIENT_SECRET = "test-client-secret"
+BASE_URL = "https://synapse/"
+
+
+class CustomAuthModule:
+    """A module which registers a password auth provider."""
+
+    @staticmethod
+    def parse_config(config: JsonDict) -> None:
+        pass
+
+    def __init__(self, config: None, api: ModuleApi):
+        api.register_password_auth_provider_callbacks(
+            auth_checkers={("m.login.password", ("password",)): Mock()},
+        )
+
+
+@skip_unless(HAS_AUTHLIB, "requires authlib")
+class MSC3861OAuthDelegation(HomeserverTestCase):
+    """Test that the Homeserver fails to initialize if the config is invalid."""
+
+    def setUp(self) -> None:
+        self.reactor, self.clock = get_clock()
+        self._hs_args = {"clock": self.clock, "reactor": self.reactor}
+
+    def default_config(self) -> Dict[str, Any]:
+        config = super().default_config()
+        config["public_baseurl"] = BASE_URL
+        if "experimental_features" not in config:
+            config["experimental_features"] = {}
+        config["experimental_features"]["msc3861"] = {
+            "enabled": True,
+            "issuer": ISSUER,
+            "client_id": CLIENT_ID,
+            "client_auth_method": "client_secret_post",
+            "client_secret": CLIENT_SECRET,
+        }
+        return config
+
+    def test_registration_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "password_config": {
+                "enabled": True,
+            },
+        }
+    )
+    def test_password_config_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "oidc_providers": [
+                {
+                    "idp_id": "microsoft",
+                    "idp_name": "Microsoft",
+                    "issuer": "https://login.microsoftonline.com/<tenant id>/v2.0",
+                    "client_id": "<client id>",
+                    "client_secret": "<client secret>",
+                    "scopes": ["openid", "profile"],
+                    "authorization_endpoint": "https://login.microsoftonline.com/<tenant id>/oauth2/v2.0/authorize",
+                    "token_endpoint": "https://login.microsoftonline.com/<tenant id>/oauth2/v2.0/token",
+                    "userinfo_endpoint": "https://graph.microsoft.com/oidc/userinfo",
+                }
+            ],
+        }
+    )
+    def test_oidc_sso_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "cas_config": {
+                "enabled": True,
+                "server_url": "https://cas-server.com",
+                "displayname_attribute": "name",
+                "required_attributes": {"userGroup": "staff", "department": "None"},
+            },
+        }
+    )
+    def test_cas_sso_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "modules": [
+                {
+                    "module": f"{__name__}.{CustomAuthModule.__qualname__}",
+                    "config": {},
+                }
+            ],
+        }
+    )
+    def test_auth_providers_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "jwt_config": {
+                "enabled": True,
+                "secret": "my-secret-token",
+                "algorithm": "HS256",
+            },
+        }
+    )
+    def test_jwt_auth_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "experimental_features": {
+                "msc3882_enabled": True,
+            },
+        }
+    )
+    def test_msc3882_auth_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "recaptcha_public_key": "test",
+            "recaptcha_private_key": "test",
+            "enable_registration_captcha": True,
+        }
+    )
+    def test_captcha_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "refresh_token_lifetime": "24h",
+            "refreshable_access_token_lifetime": "10m",
+            "nonrefreshable_access_token_lifetime": "24h",
+        }
+    )
+    def test_refreshable_tokens_cannot_be_enabled(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()
+
+    @override_config(
+        {
+            "enable_registration": False,
+            "session_lifetime": "24h",
+        }
+    )
+    def test_session_lifetime_cannot_be_set(self) -> None:
+        with self.assertRaises(ConfigError):
+            self.setup_test_homeserver()