diff --git a/.github/workflows/upgrade_dependencies.yml b/.github/workflows/upgrade_dependencies.yml
new file mode 100644
index 00000000..a6afcf0e
--- /dev/null
+++ b/.github/workflows/upgrade_dependencies.yml
@@ -0,0 +1,88 @@
+name: Upgrade Dependencies
+
+on:
+  workflow_dispatch:
+
+jobs:
+  upgrade:
+    name: ${{ matrix.package }} (${{ matrix.os }}/py${{ matrix.python-version }})
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: ['ubuntu-latest', 'macos-latest', 'windows-latest']
+        package: ["mp-api"]
+        python-version: ["3.8", "3.9", "3.10"]
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+      - uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+      - name: Upgrade Python dependencies
+        shell: bash
+        run: |
+          python -m pip install --upgrade pip pip-tools
+          cd ${{ matrix.package }}
+          python -m piptools compile -q --upgrade --resolver=backtracking -o requirements/requirements-${{ matrix.os }}_py${{ matrix.python-version }}.txt pyproject.toml
+          python -m piptools compile -q --upgrade --resolver=backtracking --all-extras -o requirements/requirements-${{ matrix.os }}_py${{ matrix.python-version }}_extras.txt pyproject.toml
+      - name: Detect changes
+        id: changes
+        shell: bash
+        run: |
+          echo "count=$(git diff-index HEAD | wc -l | xargs)" >> $GITHUB_OUTPUT
+          echo "files=$(git ls-files --exclude-standard --others | wc -l | xargs)" >> $GITHUB_OUTPUT
+      - name: commit & push changes
+        if: steps.changes.outputs.count > 0 || steps.changes.outputs.files > 0
+        shell: bash
+        run: |
+          git config user.name github-actions
+          git config user.email github-actions@github.com
+          git add ${{ matrix.package }}/requirements/requirements-${{ matrix.os }}.txt
+          git add ${{ matrix.package }}/requirements/requirements-${{ matrix.os }}-dev.txt
+          git commit -m "Update ${{ matrix.os }} dependencies for ${{ matrix.package }}"
+          git push -f origin ${{ github.ref_name }}:auto-dependency-upgrades-${{ matrix.package }}-${{ matrix.os }}-py${{ matrix.python-version }}
+
+  pull_request:
+    name: Merge all branches and open PR
+    runs-on: ubuntu-latest
+    needs: upgrade
+    strategy:
+      matrix:
+        python-version: ["3.10"]
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+      - uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: detect auto-upgrade-dependency branches
+        id: changes
+        run: echo "count=$(git branch -r | grep auto-dependency-upgrades- | wc -l | xargs)" >> $GITHUB_OUTPUT
+      - name: merge all auto-dependency-upgrades branches
+        if: steps.changes.outputs.count > 0
+        run: |
+          git config user.name github-actions
+          git config user.email github-actions@github.com
+          git checkout -b auto-dependency-upgrades
+          git branch -r | grep auto-dependency-upgrades- | xargs -I {} git merge {}
+          git rebase ${GITHUB_REF##*/}
+          git push -f origin auto-dependency-upgrades
+          git branch -r | grep auto-dependency-upgrades- | cut -d/ -f2 | xargs -I {} git push origin :{}
+      - name: Open pull request if needed
+        if: steps.changes.outputs.count > 0
+        env:
+          GITHUB_TOKEN: ${{ secrets.VER_BUMP_TOKEN }}
+        # Only open a PR if the branch is not attached to an existing one
+        run: |
+          PR=$(gh pr list --head auto-dependency-upgrades --json number -q '.[0].number')
+          if [ -z $PR ]; then
+            gh pr create \
+            --head auto-dependency-upgrades \
+            --title "Automated dependency upgrades" \
+            --body "Full log: https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }} (THIS IS AN AUTOMATED COMMENT)"
+          else
+            echo "Pull request already exists, won't create a new one."
+          fi