diff --git a/.github/workflows/aws-api-mcp-upgrade-version.yml b/.github/workflows/aws-api-mcp-upgrade-version.yml
index e7bb20c619..aebbabd982 100644
--- a/.github/workflows/aws-api-mcp-upgrade-version.yml
+++ b/.github/workflows/aws-api-mcp-upgrade-version.yml
@@ -36,11 +36,11 @@ jobs:
       pull-requests: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
       - name: Install uv
-        uses: astral-sh/setup-uv@5a7eac68fb9809dea845d802897dc5c723910fa3 # v7.1.3
+        uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
       - name: Check and upgrade AWS CLI version
         id: upgrade
         working-directory: src/aws-api-mcp-server
diff --git a/.github/workflows/bandit.yml b/.github/workflows/bandit.yml
index 3db8d14c22..dc68e2aa60 100644
--- a/.github/workflows/bandit.yml
+++ b/.github/workflows/bandit.yml
@@ -28,7 +28,7 @@ jobs:
 
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
       - name: Bandit Scan
         uses: shundor/python-bandit-scan@ab1d87dfccc5a0ffab88be3aaac6ffe35c10d6cd
         with: # optional arguments
diff --git a/.github/workflows/cfn_nag.yml b/.github/workflows/cfn_nag.yml
index f94ca25913..12c0e8c847 100644
--- a/.github/workflows/cfn_nag.yml
+++ b/.github/workflows/cfn_nag.yml
@@ -25,7 +25,7 @@ jobs:
     # Steps represent a sequence of tasks that will be executed as part of the job
     steps:
       # Checks-out your repository under $GITHUB_WORKSPACE, so follow-up steps can access it
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
 
       - name: Simple test
         uses: stelligent/cfn_nag@8b5f03da74202ba323a145e9d037ddce6cab9dec
diff --git a/.github/workflows/check-gh-pages-builds.yml b/.github/workflows/check-gh-pages-builds.yml
index 6bac75335f..2981d372ef 100644
--- a/.github/workflows/check-gh-pages-builds.yml
+++ b/.github/workflows/check-gh-pages-builds.yml
@@ -11,8 +11,8 @@ jobs:
       contents: read
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
-      - uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6.1.0
         with:
           node-version: 22
           cache: npm
diff --git a/.github/workflows/check-license-header.yml b/.github/workflows/check-license-header.yml
index 5b5219a194..44f891af5c 100644
--- a/.github/workflows/check-license-header.yml
+++ b/.github/workflows/check-license-header.yml
@@ -12,7 +12,7 @@ jobs:
       contents: read
     steps:
       - name: Checkout code
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Check license headers
         uses: viperproject/check-license-header@e06c65614fa9f32e099838df4dd25440c5344b32 # v2.0.3
         with:
diff --git a/.github/workflows/checkov.yml b/.github/workflows/checkov.yml
index bd9605c000..65ef2d683e 100644
--- a/.github/workflows/checkov.yml
+++ b/.github/workflows/checkov.yml
@@ -25,10 +25,10 @@ jobs:
     # Steps represent a sequence of tasks that will be executed as part of the job
     steps:
       # Checks-out your repository under $GITHUB_WORKSPACE, so follow-up steps can access it
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
 
       - name: Checkov GitHub Action
-        uses: bridgecrewio/checkov-action@de3c276ef8118f7ce6bcb2e51d8dd3d65ac0ae36 # v12.3073.0
+        uses: bridgecrewio/checkov-action@02a4c5d6a02367e5ea493c34c26b094302fd3f61 # v12.3075.0
         with:
           # This will add both a CLI output to the console and create a results.sarif file
           output_format: cli,sarif
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index a61dde32e0..1ddea8c193 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -61,7 +61,7 @@ jobs:
         # your codebase is analyzed, see https://docs.github.com/en/code-security/code-scanning/creating-an-advanced-setup-for-code-scanning/codeql-code-scanning-for-compiled-languages
     steps:
     - name: Checkout repository
-      uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
 
     # Add any setup steps before running the `github/codeql-action/init` action.
     # This includes steps like installing compilers or runtimes (`actions/setup-node`
diff --git a/.github/workflows/dependency-review-action.yml b/.github/workflows/dependency-review-action.yml
index 8ba962ba2e..533e60f93c 100644
--- a/.github/workflows/dependency-review-action.yml
+++ b/.github/workflows/dependency-review-action.yml
@@ -10,7 +10,7 @@ jobs:
       contents: read
     steps:
       - name: 'Checkout Repository'
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
       - name: 'Dependency Review'
         uses: actions/dependency-review-action@3c4e3dcb1aa7874d2c16be7d79418e9b7efd6261 #v4.8.2
         with:
diff --git a/.github/workflows/gh-pages.yml b/.github/workflows/gh-pages.yml
index 57fe93b77b..dda8fcfc9f 100644
--- a/.github/workflows/gh-pages.yml
+++ b/.github/workflows/gh-pages.yml
@@ -18,8 +18,8 @@ jobs:
       contents: read # to download the repository
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
-      - uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6.1.0
         with:
           node-version: 22
           cache: npm
diff --git a/.github/workflows/powershell.yml b/.github/workflows/powershell.yml
index 617f019d52..a7cdd37906 100644
--- a/.github/workflows/powershell.yml
+++ b/.github/workflows/powershell.yml
@@ -27,7 +27,7 @@ jobs:
     name: PSScriptAnalyzer
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
 
       - name: Run PSScriptAnalyzer
         uses: microsoft/psscriptanalyzer-action@6b2948b1944407914a58661c49941824d149734f
diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 871dd35f0a..62dc96eb21 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -13,7 +13,7 @@ jobs:
     outputs:
       precommits: ${{ steps.find-precommit.outputs.precommits }}
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Find precommit configurations
         id: find-precommit
         working-directory: .
@@ -37,8 +37,8 @@ jobs:
     permissions:
       contents: read
     steps:
-    - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
-    - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c #v6.0.0
+    - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
+    - uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 #v6.1.0
       with:
         python-version-file: ${{ matrix.precommit }}/.python-version
     - run: |
diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index f414a73675..333ca4269f 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -17,7 +17,7 @@ jobs:
       changed-directories: ${{ steps.find-changed-directories.outputs.changed-directories }}
       changed-files: ${{ steps.find-changed-directories.outputs.changed-files }}
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           fetch-depth: 0
       - name: Fetch base branch
@@ -75,13 +75,13 @@ jobs:
       security-events: write
       actions: read
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
 
       - name: Install uv
-        uses: astral-sh/setup-uv@5a7eac68fb9809dea845d802897dc5c723910fa3 # v7.1.3
+        uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
 
       - name: Set up Python
-        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0
         with:
           python-version-file: "src/${{ matrix.package }}/.python-version"
           # cache: uv (not supported)
diff --git a/.github/workflows/release-initiate-branch.yml b/.github/workflows/release-initiate-branch.yml
index d54b80f6ab..99e085f41a 100644
--- a/.github/workflows/release-initiate-branch.yml
+++ b/.github/workflows/release-initiate-branch.yml
@@ -38,7 +38,7 @@ jobs:
     timeout-minutes: 5
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
           fetch-depth: 0
@@ -120,7 +120,7 @@ jobs:
     if: ${{ needs.look-for-changes.outputs.changed-directories != '[]' && needs.look-for-changes.outputs.changed-directories != '' }}
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
       - name: Create release branch
@@ -173,12 +173,12 @@ jobs:
     needs: [look-for-changes, create-branch]
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
           ref: ${{ needs.create-branch.outputs.release-branch }}
       - name: Install uv
-        uses: astral-sh/setup-uv@5a7eac68fb9809dea845d802897dc5c723910fa3 # v7.1.3
+        uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
       - name: Bump package version
         run: |
           set -euo pipefail
@@ -274,7 +274,7 @@ jobs:
     needs: [look-for-changes, create-branch, bump-changed-directories]
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
           ref: ${{ needs.create-branch.outputs.release-branch }}
diff --git a/.github/workflows/release-merge-tag.yml b/.github/workflows/release-merge-tag.yml
index e113c3b80d..fb28cb91db 100644
--- a/.github/workflows/release-merge-tag.yml
+++ b/.github/workflows/release-merge-tag.yml
@@ -40,7 +40,7 @@ jobs:
       pull-requests: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Close the Open Release Pull Requests
         env:
           GH_TOKEN: ${{ secrets.BOT_GITHUB_TOKEN }}
@@ -62,7 +62,7 @@ jobs:
       pull-requests: read
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
           fetch-depth: 0
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 18d5963f70..1f3fed8dcf 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -85,7 +85,7 @@ jobs:
     needs: [validate-repository,look-for-changes]
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Draft release with validation
         id: draft-release
         env:
@@ -141,7 +141,7 @@ jobs:
     needs: [validate-repository]
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
           fetch-depth: 0
@@ -303,10 +303,10 @@ jobs:
       # Clear up space for specific large projects
       - name: Clear Up Space (Aggressively) for Specific Projects
         if: contains(fromJson('["core-mcp-server"]'), matrix.changed-directory)
-        uses: awslabs/mcp/.github/actions/clear-space-ubuntu-latest-agressively@bb62109f04532df81644eb76173ad4f987ab6033
+        uses: awslabs/mcp/.github/actions/clear-space-ubuntu-latest-agressively@20e7472ba2174045f54ffd7ea8a0f5d91aae57db
       #TODO: remove local action checkout when working...
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           token: ${{ secrets.BOT_GITHUB_TOKEN }}
           sparse-checkout: |
@@ -350,7 +350,7 @@ jobs:
 
           echo "::debug::Directory validated: $FULL_PATH"
       - name: Install uv
-        uses: astral-sh/setup-uv@5a7eac68fb9809dea845d802897dc5c723910fa3 # v7.1.3
+        uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
       - name: Build package
         working-directory: ${{ env.SRC_DIRECTORY }}/${{ matrix.changed-directory }}
         run: |
@@ -417,7 +417,7 @@ jobs:
     needs: [validate-repository, draft_release_when_tagged, publish-pypi, publish-npmjs]
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Publish release
         id: create-release
         env:
diff --git a/.github/workflows/scanners.yml b/.github/workflows/scanners.yml
index a523be9c39..f337622834 100644
--- a/.github/workflows/scanners.yml
+++ b/.github/workflows/scanners.yml
@@ -14,8 +14,8 @@ jobs:
     permissions:
       contents: read
     steps:
-    - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
-    - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c #v6.0.0
+    - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
+    - uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 #v6.1.0
       with:
         python-version: '3'
     - run: |
diff --git a/.github/workflows/scorecard-analysis.yml b/.github/workflows/scorecard-analysis.yml
index bd34ab5553..f6582160b4 100644
--- a/.github/workflows/scorecard-analysis.yml
+++ b/.github/workflows/scorecard-analysis.yml
@@ -21,7 +21,7 @@ jobs:
 
     steps:
       - name: "Checkout code"
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
diff --git a/.github/workflows/semgrep.yml b/.github/workflows/semgrep.yml
index 791a30790a..c66a4c91eb 100644
--- a/.github/workflows/semgrep.yml
+++ b/.github/workflows/semgrep.yml
@@ -20,8 +20,8 @@ jobs:
       security-events: write
     # if: (github.actor != 'dependabot[bot]')
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
-      - uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c #v6.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 #v6.0.1
+      - uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 #v6.1.0
         with:
           python-version: '3.13'
           cache: 'pip'
diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml
index e93529f601..cb338a1338 100644
--- a/.github/workflows/stale.yml
+++ b/.github/workflows/stale.yml
@@ -12,7 +12,7 @@ jobs:
       issues: write
       pull-requests: write
     steps:
-      - uses: actions/stale@5f858e3efba33a5ca4407a664cc011ad407f2008 # v10.1.0
+      - uses: actions/stale@997185467fa4f803885201cee163a9f38240193d # v10.1.1
         with:
           days-before-stale: -1
           days-before-close: -1
diff --git a/.github/workflows/trivy.yml b/.github/workflows/trivy.yml
index b399d0c0c3..9f3eb4d656 100644
--- a/.github/workflows/trivy.yml
+++ b/.github/workflows/trivy.yml
@@ -24,7 +24,7 @@ jobs:
     outputs:
       dockerfiles: ${{ steps.find-dockerfiles.outputs.dockerfiles }}
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Find Dockerfiles
         id: find-dockerfiles
         run: |
@@ -46,7 +46,7 @@ jobs:
     steps:
       - name: Clear Up Space (Agressively) for Trivy Scans that Run Out of Space
         if: contains(toJson('["src/core-mcp-server"]'), matrix.dockerfile)
-        uses: awslabs/mcp/.github/actions/clear-space-ubuntu-latest-agressively@bb62109f04532df81644eb76173ad4f987ab6033
+        uses: awslabs/mcp/.github/actions/clear-space-ubuntu-latest-agressively@20e7472ba2174045f54ffd7ea8a0f5d91aae57db
 
       - name: Get Checkout Depth
         id: checkout-depth
@@ -57,7 +57,7 @@ jobs:
 
       - name: Checkout code
         id: checkout-code
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           lfs: true
           fetch-depth: ${{ steps.checkout-depth.outputs.fetch-depth || '1' }}
diff --git a/.github/workflows/typescript.yml b/.github/workflows/typescript.yml
index d42c90c73a..65104ec502 100644
--- a/.github/workflows/typescript.yml
+++ b/.github/workflows/typescript.yml
@@ -14,7 +14,7 @@ jobs:
     outputs:
       packages: ${{ steps.find-packages.outputs.packages }}
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Find JS packages
         id: find-packages
         working-directory: src
@@ -31,12 +31,12 @@ jobs:
     name: Build ${{ matrix.package }}
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
 
 
 
 
-      - uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6.0.0
+      - uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6.1.0
         with:
           node-version-file: "src/${{ matrix.package }}/.node-version"
           cache: npm
@@ -65,7 +65,7 @@ jobs:
           npx @cyclonedx/cyclonedx-npm --gather-license-texts --mc-type library --output-format XML > src/${{ matrix.package }}/sbom.cyclondx.xml
 
       - name: Set up Python
-        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        uses: actions/setup-python@83679a892e2d95755f2dac6acb0bfd1e9ac5d548 # v6.1.0
         with:
           python-version: "3.x"