From acd2e26e59ba74b8814e2e9c24d73da8438eefdc Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Wed, 12 Nov 2025 16:00:18 +0200
Subject: [PATCH 01/15] feat(ci): add MCP registry publishing to release
 workflow

---
 .github/workflows/release.yml | 92 +++++++++++++++++++++++++++++++++--
 server.json                   |  7 ---
 2 files changed, 87 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 0ce9274..783c38c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -242,10 +242,86 @@
           name: dist-${{ needs.validate-release.outputs.version }}
           path: dist/
           retention-days: 90
-  
-    notify-success:
+
+    publish-mcp-registry:
       runs-on: ubuntu-latest
       needs: [validate-release, build-and-publish]
+      permissions:
+        id-token: write  # Required for GitHub OIDC authentication
+        contents: read
+
+      steps:
+      - name: ⚙️ Harden Runner
+        uses: step-security/harden-runner@v2
+        with:
+          egress-policy: audit
+
+      - name: ⚙️ Checkout the project
+        uses: actions/checkout@v5
+
+      - name: ⚙️ Update server.json version
+        run: |
+          # Determine the target version
+          if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
+            TARGET_VERSION="${{ github.event.inputs.version }}"
+            echo "Using version from manual trigger: $TARGET_VERSION"
+          elif [[ "${{ github.event_name }}" == "release" ]]; then
+            RELEASE_TAG="${{ github.event.release.tag_name }}"
+            TARGET_VERSION=$(echo "$RELEASE_TAG" | sed 's/^v//')
+            echo "Using version from release tag: $TARGET_VERSION (tag: $RELEASE_TAG)"
+          fi
+
+          # Update version in server.json
+          jq --arg v "$TARGET_VERSION" '.version = $v | .packages[0].version = $v' server.json > tmp && mv tmp server.json
+
+          # Verify the change
+          echo "Updated server.json:"
+          cat server.json
+
+      - name: ⚙️ Install MCP Publisher
+        run: |
+          curl -L "https://github.com/modelcontextprotocol/registry/releases/latest/download/mcp-publisher_$(uname -s | tr '[:upper:]' '[:lower:]')_$(uname -m | sed 's/x86_64/amd64/;s/aarch64/arm64/').tar.gz" | tar xz mcp-publisher
+          chmod +x mcp-publisher
+
+      - name: ⚙️ Verify server.json exists and is valid JSON
+        run: |
+          if [ ! -f server.json ]; then
+            echo "Error: server.json not found"
+            exit 1
+          fi
+
+          if ! jq empty server.json 2>/dev/null; then
+            echo "Error: server.json is not valid JSON"
+            exit 1
+          fi
+
+          echo "Success: server.json is valid JSON"
+          echo "Current server.json:"
+          cat server.json
+
+      - name: ⚙️ Login to MCP Registry
+        if: ${{ !inputs.dry_run }}
+        run: ./mcp-publisher login github-oidc
+
+      - name: ⚙️ Publish to MCP Registry
+        if: ${{ !inputs.dry_run }}
+        run: ./mcp-publisher publish
+
+      - name: ⚙️ Dry run notification
+        if: ${{ inputs.dry_run }}
+        run: |
+          VERSION=$(jq -r '.version' server.json)
+          echo "🔍 DRY RUN MODE - MCP Registry preparation successful!"
+          echo ""
+          echo "server.json is valid JSON and ready to publish"
+          echo "Server: io.github.redis/mcp-redis"
+          echo "Version: $VERSION"
+          echo ""
+          echo "To actually publish to MCP Registry, run this workflow again without dry_run enabled"
+
+    notify-success:
+      runs-on: ubuntu-latest
+      needs: [validate-release, build-and-publish, publish-mcp-registry]
       if: success()
       steps:
       - name: ⚙️ Success notification
@@ -255,12 +331,18 @@
             echo "📦 Package built successfully but not published"
             echo "🎯 Target environment: ${{ github.event.inputs.environment || 'pypi' }}"
           else
-            echo "🎉 Successfully released Redis MCP Server v${{ github.event.inputs.version || needs.validate-release.outputs.version }} to ${{ github.event.inputs.environment || 'PyPI' }}!"
+            echo "🎉 Successfully released Redis MCP Server v${{ github.event.inputs.version || needs.validate-release.outputs.version }}!"
+            echo ""
+            echo "📦 PyPI Package:"
             if [[ "${{ github.event.inputs.environment }}" == "testpypi" ]]; then
-              echo "📦 Package: https://test.pypi.org/project/redis-mcp-server/${{ github.event.inputs.version || needs.validate-release.outputs.version }}/"
+              echo "   https://test.pypi.org/project/redis-mcp-server/${{ github.event.inputs.version || needs.validate-release.outputs.version }}/"
             else
-              echo "📦 Package: https://pypi.org/project/redis-mcp-server/${{ github.event.inputs.version || needs.validate-release.outputs.version }}/"
+              echo "   https://pypi.org/project/redis-mcp-server/${{ github.event.inputs.version || needs.validate-release.outputs.version }}/"
             fi
+            echo ""
+            echo "🔌 MCP Registry:"
+            echo "   https://registry.modelcontextprotocol.io/v0/servers?search=redis"
+            echo ""
             if [[ "${{ github.event_name }}" == "release" ]]; then
               echo "🏷️ Release: https://github.com/${{ github.repository }}/releases/tag/${{ github.ref_name }}"
             else
diff --git a/server.json b/server.json
index 2108439..b2ae938 100644
--- a/server.json
+++ b/server.json
@@ -12,13 +12,6 @@
       "transport": {
         "type": "stdio"
       }
-    },
-    {
-      "registryType": "oci",
-      "identifier": "docker.io/mcp/redis:latest",
-      "transport": {
-        "type": "stdio"
-      }
     }
   ]
 }

From 80a8200d5b71463b0a77bc7676198ac36b4fc593 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Thu, 13 Nov 2025 14:59:40 +0200
Subject: [PATCH 02/15] test: temp remove PyPI dependency from MCP publish for
 a workflow test

---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 783c38c..d53b406 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -245,7 +245,7 @@
 
     publish-mcp-registry:
       runs-on: ubuntu-latest
-      needs: [validate-release, build-and-publish]
+      needs: [validate-release]  # TODO: restore build-and-publish dependency after testing
       permissions:
         id-token: write  # Required for GitHub OIDC authentication
         contents: read

From 040034ece89f0eefb917de0a7e54258aaf9a4dd3 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Thu, 13 Nov 2025 15:41:51 +0200
Subject: [PATCH 03/15] fix(ci): restore PyPI dependency and add conditions for
 MCP publish

---
 .github/workflows/release.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d53b406..2ed89e2 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -245,7 +245,8 @@
 
     publish-mcp-registry:
       runs-on: ubuntu-latest
-      needs: [validate-release]  # TODO: restore build-and-publish dependency after testing
+      needs: [validate-release, build-and-publish]
+      if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && !inputs.dry_run) }}
       permissions:
         id-token: write  # Required for GitHub OIDC authentication
         contents: read

From e7c5a5449c1cadece085fb560e43b605cf8608de Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Fri, 14 Nov 2025 14:44:53 +0200
Subject: [PATCH 04/15] fix(ci): correct tar extraction by adding -f - to read
 from stdin

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 2ed89e2..952acc1 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -281,7 +281,7 @@
 
       - name: ⚙️ Install MCP Publisher
         run: |
-          curl -L "https://github.com/modelcontextprotocol/registry/releases/latest/download/mcp-publisher_$(uname -s | tr '[:upper:]' '[:lower:]')_$(uname -m | sed 's/x86_64/amd64/;s/aarch64/arm64/').tar.gz" | tar xz mcp-publisher
+          curl -L "https://github.com/modelcontextprotocol/registry/releases/latest/download/mcp-publisher_$(uname -s | tr '[:upper:]' '[:lower:]')_$(uname -m | sed 's/x86_64/amd64/;s/aarch64/arm64/').tar.gz" | tar xzf - mcp-publisher
           chmod +x mcp-publisher
 
       - name: ⚙️ Verify server.json exists and is valid JSON

From 148cb7082ea8e528c249e6a0866fe99982ffbbf2 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Fri, 14 Nov 2025 14:50:31 +0200
Subject: [PATCH 05/15] fix(ci): handle undefined dry_run input in release
 workflow

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/release.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 952acc1..627d920 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -301,11 +301,11 @@
           cat server.json
 
       - name: ⚙️ Login to MCP Registry
-        if: ${{ !inputs.dry_run }}
+        if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && inputs.dry_run != true) }}
         run: ./mcp-publisher login github-oidc
 
       - name: ⚙️ Publish to MCP Registry
-        if: ${{ !inputs.dry_run }}
+        if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && inputs.dry_run != true) }}
         run: ./mcp-publisher publish
 
       - name: ⚙️ Dry run notification

From 701ebde4cee0d1b8fa8c97fa6bf69982e55f1bd5 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Fri, 14 Nov 2025 15:47:05 +0200
Subject: [PATCH 06/15] fix(ci): add error handling for unexpected GitHub event
 types in release workflow

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/release.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 627d920..1644fb6 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -270,6 +270,9 @@
             RELEASE_TAG="${{ github.event.release.tag_name }}"
             TARGET_VERSION=$(echo "$RELEASE_TAG" | sed 's/^v//')
             echo "Using version from release tag: $TARGET_VERSION (tag: $RELEASE_TAG)"
+          else
+            echo "Error: Unexpected event type: ${{ github.event_name }}"
+            exit 1
           fi
 
           # Update version in server.json

From 7bfcfdc2addff97f1c19d5f7d2524a269bee682f Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Fri, 14 Nov 2025 15:58:59 +0200
Subject: [PATCH 07/15] fix(ci): ensure dry run check only applies to
 workflow_dispatch events

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1644fb6..3175e99 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -312,7 +312,7 @@
         run: ./mcp-publisher publish
 
       - name: ⚙️ Dry run notification
-        if: ${{ inputs.dry_run }}
+        if: ${{ github.event_name == 'workflow_dispatch' && inputs.dry_run == true }}
         run: |
           VERSION=$(jq -r '.version' server.json)
           echo "🔍 DRY RUN MODE - MCP Registry preparation successful!"

From ee662cbfa3ade2aa6ce4a4c26d952babab025faa Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Fri, 14 Nov 2025 17:47:01 +0200
Subject: [PATCH 08/15] fix(ci): validate server.json before and after
 modification

---
 .github/workflows/release.yml | 52 ++++++++++++++++++++++-------------
 1 file changed, 33 insertions(+), 19 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 3175e99..145f072 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -260,6 +260,22 @@
       - name: ⚙️ Checkout the project
         uses: actions/checkout@v5
 
+      - name: ⚙️ Verify server.json exists and is valid JSON
+        run: |
+          if [ ! -f server.json ]; then
+            echo "Error: server.json not found"
+            exit 1
+          fi
+
+          if ! jq empty server.json 2>/dev/null; then
+            echo "Error: server.json is not valid JSON"
+            exit 1
+          fi
+
+          echo "Success: server.json is valid JSON"
+          echo "Original server.json:"
+          cat server.json
+
       - name: ⚙️ Update server.json version
         run: |
           # Determine the target version
@@ -275,10 +291,24 @@
             exit 1
           fi
 
-          # Update version in server.json
-          jq --arg v "$TARGET_VERSION" '.version = $v | .packages[0].version = $v' server.json > tmp && mv tmp server.json
+          # Update version in server.json (with validation)
+          if ! jq --arg v "$TARGET_VERSION" '.version = $v | .packages[0].version = $v' server.json > tmp; then
+            echo "Error: jq failed to update server.json"
+            rm -f tmp
+            exit 1
+          fi
+
+          # Verify the updated content is valid JSON before replacing
+          if ! jq empty tmp 2>/dev/null; then
+            echo "Error: Updated server.json is not valid JSON"
+            cat tmp
+            rm -f tmp
+            exit 1
+          fi
+
+          # Replace original with validated update
+          mv tmp server.json
 
-          # Verify the change
           echo "Updated server.json:"
           cat server.json
 
@@ -287,22 +317,6 @@
           curl -L "https://github.com/modelcontextprotocol/registry/releases/latest/download/mcp-publisher_$(uname -s | tr '[:upper:]' '[:lower:]')_$(uname -m | sed 's/x86_64/amd64/;s/aarch64/arm64/').tar.gz" | tar xzf - mcp-publisher
           chmod +x mcp-publisher
 
-      - name: ⚙️ Verify server.json exists and is valid JSON
-        run: |
-          if [ ! -f server.json ]; then
-            echo "Error: server.json not found"
-            exit 1
-          fi
-
-          if ! jq empty server.json 2>/dev/null; then
-            echo "Error: server.json is not valid JSON"
-            exit 1
-          fi
-
-          echo "Success: server.json is valid JSON"
-          echo "Current server.json:"
-          cat server.json
-
       - name: ⚙️ Login to MCP Registry
         if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && inputs.dry_run != true) }}
         run: ./mcp-publisher login github-oidc

From b22bf3ea82e25e82593f3b0e528361d451757959 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Fri, 14 Nov 2025 18:06:27 +0200
Subject: [PATCH 09/15] fix(ci): use template variable for version in
 server.json

---
 server.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/server.json b/server.json
index b2ae938..da31b84 100644
--- a/server.json
+++ b/server.json
@@ -3,12 +3,12 @@
   "name": "io.github.redis/mcp-redis",
   "title": "Redis MCP Server",
   "description": "Natural language interface designed for agentic applications to manage and search data in Redis.",
-  "version": "0.3.6",
+  "version": "$VERSION",
   "packages": [
     {
       "registryType": "pypi",
       "identifier": "redis-mcp-server",
-      "version": "0.3.6",
+      "version": "$VERSION",
       "transport": {
         "type": "stdio"
       }

From 3ff89f6c1f15e32780825dbebcc59dd63bece9f0 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Mon, 17 Nov 2025 14:32:20 +0200
Subject: [PATCH 10/15] fix(ci): notify success even when dependencies are
 skipped

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 145f072..ec1eb18 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -340,7 +340,7 @@
     notify-success:
       runs-on: ubuntu-latest
       needs: [validate-release, build-and-publish, publish-mcp-registry]
-      if: success()
+      if: ${{ always() && !cancelled() && needs.build-and-publish.result == 'success' }}
       steps:
       - name: ⚙️ Success notification
         run: |

From c48f4f57d0d42e0fa3cc0e4afadf938d13016621 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Mon, 17 Nov 2025 14:37:27 +0200
Subject: [PATCH 11/15] fix(ci): fail fast if MCP publisher download fails

---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index ec1eb18..4216c27 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -314,7 +314,7 @@
 
       - name: ⚙️ Install MCP Publisher
         run: |
-          curl -L "https://github.com/modelcontextprotocol/registry/releases/latest/download/mcp-publisher_$(uname -s | tr '[:upper:]' '[:lower:]')_$(uname -m | sed 's/x86_64/amd64/;s/aarch64/arm64/').tar.gz" | tar xzf - mcp-publisher
+          curl -fL "https://github.com/modelcontextprotocol/registry/releases/latest/download/mcp-publisher_$(uname -s | tr '[:upper:]' '[:lower:]')_$(uname -m | sed 's/x86_64/amd64/;s/aarch64/arm64/').tar.gz" | tar xzf - mcp-publisher
           chmod +x mcp-publisher
 
       - name: ⚙️ Login to MCP Registry

From 8d36a9ca841a02e81315ad02e2216abba83f5d02 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Mon, 17 Nov 2025 14:56:44 +0200
Subject: [PATCH 12/15] fix(ci): remove premature server.json validation

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/release.yml | 16 ----------------
 1 file changed, 16 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 4216c27..47ef682 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -260,22 +260,6 @@
       - name: ⚙️ Checkout the project
         uses: actions/checkout@v5
 
-      - name: ⚙️ Verify server.json exists and is valid JSON
-        run: |
-          if [ ! -f server.json ]; then
-            echo "Error: server.json not found"
-            exit 1
-          fi
-
-          if ! jq empty server.json 2>/dev/null; then
-            echo "Error: server.json is not valid JSON"
-            exit 1
-          fi
-
-          echo "Success: server.json is valid JSON"
-          echo "Original server.json:"
-          cat server.json
-
       - name: ⚙️ Update server.json version
         run: |
           # Determine the target version

From f30cc97abe4dafda0a2dabc15e9e0b8f4d6eb842 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Mon, 17 Nov 2025 15:06:35 +0200
Subject: [PATCH 13/15] fix: use consistent dry_run check in publish steps

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 .github/workflows/release.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 47ef682..e715497 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -302,11 +302,11 @@
           chmod +x mcp-publisher
 
       - name: ⚙️ Login to MCP Registry
-        if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && inputs.dry_run != true) }}
+        if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && !inputs.dry_run) }}
         run: ./mcp-publisher login github-oidc
 
       - name: ⚙️ Publish to MCP Registry
-        if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && inputs.dry_run != true) }}
+        if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && !inputs.dry_run) }}
         run: ./mcp-publisher publish
 
       - name: ⚙️ Dry run notification

From 2701d46ddee2e642fdf54c488aa76e4a9b7404b6 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Mon, 17 Nov 2025 18:08:54 +0200
Subject: [PATCH 14/15] test: temporarily disable PyPI publish to test MCP
 registry step

---
 .github/workflows/release.yml | 15 ++++++++-------
 1 file changed, 8 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e715497..e793c3e 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -219,13 +219,14 @@
         with:
           subject-path: 'dist/*'
   
-      - name: ⚙️ Publish to PyPI
-        if: ${{ !inputs.dry_run }}
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          repository-url: ${{ github.event.inputs.environment == 'testpypi' && 'https://test.pypi.org/legacy/' || '' }}
-          print-hash: true
-          attestations: true
+      # TEMPORARY: Commented out for testing MCP publish
+      # - name: ⚙️ Publish to PyPI
+      #   if: ${{ !inputs.dry_run }}
+      #   uses: pypa/gh-action-pypi-publish@release/v1
+      #   with:
+      #     repository-url: ${{ github.event.inputs.environment == 'testpypi' && 'https://test.pypi.org/legacy/' || '' }}
+      #     print-hash: true
+      #     attestations: true
   
       - name: ⚙️ Dry run - Package ready for publishing
         if: ${{ inputs.dry_run }}

From 27ad7789ae0079d96e97ba87ab4586117370e7a2 Mon Sep 17 00:00:00 2001
From: Vasil Chomakov <vasil.chomakov@redis.com>
Date: Mon, 17 Nov 2025 19:09:27 +0200
Subject: [PATCH 15/15] chore: restore PyPI publish step after MCP publish step
 testing

---
 .github/workflows/release.yml | 15 +++++++--------
 1 file changed, 7 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e793c3e..e715497 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -219,14 +219,13 @@
         with:
           subject-path: 'dist/*'
   
-      # TEMPORARY: Commented out for testing MCP publish
-      # - name: ⚙️ Publish to PyPI
-      #   if: ${{ !inputs.dry_run }}
-      #   uses: pypa/gh-action-pypi-publish@release/v1
-      #   with:
-      #     repository-url: ${{ github.event.inputs.environment == 'testpypi' && 'https://test.pypi.org/legacy/' || '' }}
-      #     print-hash: true
-      #     attestations: true
+      - name: ⚙️ Publish to PyPI
+        if: ${{ !inputs.dry_run }}
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: ${{ github.event.inputs.environment == 'testpypi' && 'https://test.pypi.org/legacy/' || '' }}
+          print-hash: true
+          attestations: true
   
       - name: ⚙️ Dry run - Package ready for publishing
         if: ${{ inputs.dry_run }}