diff --git a/src/flask_migrate/templates/aioflask-multidb/env.py b/src/flask_migrate/templates/aioflask-multidb/env.py
index bc2981c..2d90ccd 100644
--- a/src/flask_migrate/templates/aioflask-multidb/env.py
+++ b/src/flask_migrate/templates/aioflask-multidb/env.py
@@ -20,14 +20,22 @@
 fileConfig(config.config_file_name)
 logger = logging.getLogger('alembic.env')
 
+
+def get_engine(bind_key=None):
+    try:
+        # this works with Flask-SQLAlchemy<3 and Alchemical
+        return current_app.extensions['migrate'].db.get_engine(bind=bind_key)
+    except TypeError:
+        # this works with Flask-SQLAlchemy>=3
+        return current_app.extensions['migrate'].db.engines.get(bind_key)
+
+
 # add your model's MetaData object here
 # for 'autogenerate' support
 # from myapp import mymodel
 # target_metadata = mymodel.Base.metadata
 config.set_main_option(
-    'sqlalchemy.url',
-    str(current_app.extensions['migrate'].db.get_engine().url).replace(
-        '%', '%%'))
+    'sqlalchemy.url', str(get_engine().url).replace('%', '%%'))
 bind_names = []
 if current_app.config.get('SQLALCHEMY_BINDS') is not None:
     bind_names = list(current_app.config['SQLALCHEMY_BINDS'].keys())
@@ -39,8 +47,7 @@
 for bind in bind_names:
     context.config.set_section_option(
         bind, "sqlalchemy.url",
-        str(current_app.extensions['migrate'].db.get_engine(
-            bind=bind).url).replace('%', '%%'))
+        str(get_engine(bind_key=bind).url).replace('%', '%%'))
 target_db = current_app.extensions['migrate'].db
 
 
@@ -166,12 +173,11 @@ async def run_migrations_online():
     # for the direct-to-DB use case, start a transaction on all
     # engines, then run all migrations, then commit all transactions.
     engines = {
-        '': {'engine': current_app.extensions['migrate'].db.get_engine()}
+        '': {'engine': get_engine()}
     }
     for name in bind_names:
         engines[name] = rec = {}
-        rec['engine'] = current_app.extensions['migrate'].db.get_engine(
-            bind=name)
+        rec['engine'] = get_engine(bind_key=name)
 
     for name, rec in engines.items():
         engine = rec['engine']
diff --git a/src/flask_migrate/templates/aioflask/env.py b/src/flask_migrate/templates/aioflask/env.py
index bfb2957..feab4a8 100644
--- a/src/flask_migrate/templates/aioflask/env.py
+++ b/src/flask_migrate/templates/aioflask/env.py
@@ -17,14 +17,22 @@
 fileConfig(config.config_file_name)
 logger = logging.getLogger('alembic.env')
 
+
+def get_engine():
+    try:
+        # this works with Flask-SQLAlchemy<3 and Alchemical
+        return current_app.extensions['migrate'].db.get_engine()
+    except TypeError:
+        # this works with Flask-SQLAlchemy>=3
+        return current_app.extensions['migrate'].db.engine
+
+
 # add your model's MetaData object here
 # for 'autogenerate' support
 # from myapp import mymodel
 # target_metadata = mymodel.Base.metadata
 config.set_main_option(
-    'sqlalchemy.url',
-    str(current_app.extensions['migrate'].db.get_engine().url).replace(
-        '%', '%%'))
+    'sqlalchemy.url', str(get_engine().url).replace('%', '%%'))
 target_db = current_app.extensions['migrate'].db
 
 # other values from the config, defined by the needs of env.py,
@@ -90,7 +98,7 @@ async def run_migrations_online():
 
     """
 
-    connectable = current_app.extensions['migrate'].db.get_engine()
+    connectable = get_engine()
 
     async with connectable.connect() as connection:
         await connection.run_sync(do_run_migrations)
diff --git a/src/flask_migrate/templates/flask-multidb/env.py b/src/flask_migrate/templates/flask-multidb/env.py
index 476b9bf..953e2b2 100644
--- a/src/flask_migrate/templates/flask-multidb/env.py
+++ b/src/flask_migrate/templates/flask-multidb/env.py
@@ -22,12 +22,11 @@
 
 def get_engine(bind_key=None):
     try:
-        # this works with Flask-SQLAlchemy>=3
-        return current_app.extensions['migrate'].db.get_engine(
-            bind_key=bind_key)
-    except TypeError:
-        # this works with Flask-SQLAlchemy<3
+        # this works with Flask-SQLAlchemy<3 and Alchemical
         return current_app.extensions['migrate'].db.get_engine(bind=bind_key)
+    except TypeError:
+        # this works with Flask-SQLAlchemy>=3
+        return current_app.extensions['migrate'].db.engines.get(bind_key)
 
 
 # add your model's MetaData object here
@@ -35,9 +34,7 @@ def get_engine(bind_key=None):
 # from myapp import mymodel
 # target_metadata = mymodel.Base.metadata
 config.set_main_option(
-    'sqlalchemy.url',
-    str(current_app.extensions['migrate'].db.get_engine().url).replace(
-        '%', '%%'))
+    'sqlalchemy.url', str(get_engine().url).replace('%', '%%'))
 bind_names = []
 if current_app.config.get('SQLALCHEMY_BINDS') is not None:
     bind_names = list(current_app.config['SQLALCHEMY_BINDS'].keys())
@@ -138,7 +135,7 @@ def process_revision_directives(context, revision, directives):
     # for the direct-to-DB use case, start a transaction on all
     # engines, then run all migrations, then commit all transactions.
     engines = {
-        '': {'engine': current_app.extensions['migrate'].db.get_engine()}
+        '': {'engine': get_engine()}
     }
     for name in bind_names:
         engines[name] = rec = {}
diff --git a/src/flask_migrate/templates/flask/env.py b/src/flask_migrate/templates/flask/env.py
index 55e9df9..fa412e8 100644
--- a/src/flask_migrate/templates/flask/env.py
+++ b/src/flask_migrate/templates/flask/env.py
@@ -16,14 +16,22 @@
 fileConfig(config.config_file_name)
 logger = logging.getLogger('alembic.env')
 
+
+def get_engine():
+    try:
+        # this works with Flask-SQLAlchemy<3 and Alchemical
+        return current_app.extensions['migrate'].db.get_engine()
+    except TypeError:
+        # this works with Flask-SQLAlchemy>=3
+        return current_app.extensions['migrate'].db.engine
+
+
 # add your model's MetaData object here
 # for 'autogenerate' support
 # from myapp import mymodel
 # target_metadata = mymodel.Base.metadata
 config.set_main_option(
-    'sqlalchemy.url',
-    str(current_app.extensions['migrate'].db.get_engine().url).replace(
-        '%', '%%'))
+    'sqlalchemy.url', str(get_engine().url).replace('%', '%%'))
 target_db = current_app.extensions['migrate'].db
 
 # other values from the config, defined by the needs of env.py,
@@ -77,7 +85,7 @@ def process_revision_directives(context, revision, directives):
                 directives[:] = []
                 logger.info('No changes in schema detected.')
 
-    connectable = current_app.extensions['migrate'].db.get_engine()
+    connectable = get_engine()
 
     with connectable.connect() as connection:
         context.configure(