diff --git a/docs/source/user/error-codes.rst b/docs/source/user/error-codes.rst
index d12a07f..2a91413 100644
--- a/docs/source/user/error-codes.rst
+++ b/docs/source/user/error-codes.rst
@@ -81,8 +81,6 @@ generates its own :term:`error code`\ s for ``pyflakes``:
 +------+---------------------------------------------------------------------+
 | F702 | a ``continue`` statement outside of a ``while`` or ``for`` loop     |
 +------+---------------------------------------------------------------------+
-| F703 | a ``continue`` statement in a ``finally`` block in a loop           |
-+------+---------------------------------------------------------------------+
 | F704 | a ``yield`` or ``yield from`` statement outside of a function       |
 +------+---------------------------------------------------------------------+
 | F706 | a ``return`` statement outside of a function/method                 |
diff --git a/setup.cfg b/setup.cfg
index 6c28b90..15dcfeb 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -36,7 +36,7 @@ package_dir =
 install_requires =
     mccabe>=0.7.0,<0.8.0
     pycodestyle>=2.10.0,<2.11.0
-    pyflakes>=3.0.0,<3.1.0
+    pyflakes>=3.1.0,<3.2.0
 # 3.8.0's importlib.metadata is broken
 python_requires = >=3.8.1
 
diff --git a/src/flake8/plugins/pyflakes.py b/src/flake8/plugins/pyflakes.py
index f165c95..f62527e 100644
--- a/src/flake8/plugins/pyflakes.py
+++ b/src/flake8/plugins/pyflakes.py
@@ -48,7 +48,6 @@ FLAKE8_PYFLAKES_CODES = {
     "IfTuple": "F634",
     "BreakOutsideLoop": "F701",
     "ContinueOutsideLoop": "F702",
-    "ContinueInFinally": "F703",
     "YieldOutsideFunction": "F704",
     "ReturnOutsideFunction": "F706",
     "DefaultExceptNotLast": "F707",