diff --git a/.github/workflows/build-scs.yml b/.github/workflows/build-scs.yml
index 90b0b3ed0a..2fd53747d5 100644
--- a/.github/workflows/build-scs.yml
+++ b/.github/workflows/build-scs.yml
@@ -97,7 +97,7 @@ jobs:
             PIP_EXTRA_INDEX_URL=https://pypi.riseproject.dev/simple/
             PIP_ONLY_BINARY=numpy,scipy
 
-      - name: Check the wheel ships the extensions and both licences
+      - name: Check the wheel ships the extensions and all licences
         run: |
           python3 - wheelhouse/*.whl <<'EOF'
           import sys, zipfile
@@ -108,7 +108,9 @@ jobs:
                              for n in names), (whl, mod)
               licences = {n.rsplit("/", 1)[1]
                           for n in names if ".dist-info/licenses/" in n} - {""}
-              assert licences == {"LICENSE", "LICENSE.openblas"}, (whl, licences)
+              # 3.3.1 added LICENSE-INTEL-MKL.txt at the repo root, alongside
+              # LICENSE; the pyproject.toml patch's LICENSE* glob ships it too.
+              assert licences == {"LICENSE", "LICENSE.openblas", "LICENSE-INTEL-MKL.txt"}, (whl, licences)
               print(whl, "ok")
           EOF
 
diff --git a/docs/packages/scs.yaml b/docs/packages/scs.yaml
index ef0a02b884..337e148566 100644
--- a/docs/packages/scs.yaml
+++ b/docs/packages/scs.yaml
@@ -18,3 +18,4 @@ versions:
   gpl-sources:
     filename: gpl-sources.tar
     description: gcc
+- version: 3.3.1
diff --git a/patches/scs/3.3.1/0001-pyproject-ship-licence-files-of-bundled-libraries.patch b/patches/scs/3.3.1/0001-pyproject-ship-licence-files-of-bundled-libraries.patch
new file mode 100644
index 0000000000..aafe58f8c5
--- /dev/null
+++ b/patches/scs/3.3.1/0001-pyproject-ship-licence-files-of-bundled-libraries.patch
@@ -0,0 +1,42 @@
+From 676f302fa8efa9b81d66b975b6cd3fd66b85e39a Mon Sep 17 00:00:00 2001
+From: Ludovic Henry <git@ludovic.dev>
+Date: Fri, 28 Aug 2026 08:54:10 +0200
+Subject: [PATCH] pyproject: ship licence files of bundled libraries
+
+The Linux wheels bundle OpenBLAS (BSD-3-Clause), whose binary
+redistribution clause requires its copyright notice to travel with the
+binary, but the wheel only carries SCS' own LICENSE.
+
+Declare the licence files with a glob so any LICENSE.<dep> staged beside
+the project's own LICENSE is packaged into dist-info/licenses/. PEP 639
+rejects `project.license-files` while `project.license` is a table or a
+`License ::` classifier is present, so both are converted at the same
+time.
+
+Upstream-Status: To upstream [needs a companion CI change staging the licence text of each bundled library]
+---
+ pyproject.toml | 4 ++--
+ 1 file changed, 2 insertions(+), 2 deletions(-)
+
+diff --git a/pyproject.toml b/pyproject.toml
+index 6925fa2..4b9d83d 100644
+--- a/pyproject.toml
++++ b/pyproject.toml
+@@ -12,7 +12,6 @@ description = 'Splitting conic solver'
+ readme = 'README.md'
+ requires-python = '>=3.9'
+ classifiers = [
+-    'License :: OSI Approved :: MIT License',
+     'Programming Language :: C',
+     'Programming Language :: Python',
+     'Programming Language :: Python :: 3',
+@@ -30,7 +29,8 @@ classifiers = [
+     'Operating System :: Unix',
+     'Operating System :: MacOS',
+ ]
+-license = {file = 'LICENSE'}
++license = "MIT"
++license-files = ['LICENSE*']
+ authors = [
+   {name = "Brendan O'Donoghue", email = "bodonoghue85@gmail.com"}]
+ dependencies = [