diff --git a/.github/workflows/ci.yml b/.forgejo/workflows/ci.yml
similarity index 68%
rename from .github/workflows/ci.yml
rename to .forgejo/workflows/ci.yml
index c764d29..c1f6f9e 100644
--- a/.github/workflows/ci.yml
+++ b/.forgejo/workflows/ci.yml
@@ -12,33 +12,33 @@ permissions:
 jobs:
   lint-commits:
     name: Lint commits
-    runs-on: ubuntu-latest
+    runs-on: docker
+    container:
+      image: docker.io/library/node:22
     if: github.event_name == 'pull_request'
     steps:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-node@v4
-        with:
-          node-version: "22"
-
       - name: Install dependencies
         run: npm ci
 
       - name: Validate conventional commits
-        run: npx commitlint --from ${{ github.event.pull_request.base.sha }} --to ${{ github.event.pull_request.head.sha }} --verbose
+        run: |
+          npx commitlint \
+            --from ${{ github.event.pull_request.base.sha }} \
+            --to ${{ github.event.pull_request.head.sha }} \
+            --verbose
 
   build-and-test:
     name: Build & test
-    runs-on: ubuntu-latest
+    runs-on: docker
+    container:
+      image: docker.io/library/node:22
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-node@v4
-        with:
-          node-version: "22"
-
       - name: Install dependencies
         run: npm ci
 
diff --git a/.forgejo/workflows/release.yml b/.forgejo/workflows/release.yml
new file mode 100644
index 0000000..145d200
--- /dev/null
+++ b/.forgejo/workflows/release.yml
@@ -0,0 +1,68 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - "v*"
+  workflow_dispatch:
+
+permissions:
+  contents: write
+
+jobs:
+  release:
+    runs-on: docker
+    container:
+      image: docker.io/library/node:22
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Build
+        run: npm run build
+
+      - name: Test
+        run: npm test
+
+      - name: Publish to npm
+        env:
+          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
+        run: |
+          # Set authToken explicitly — actions/setup-node was the only consumer
+          # of registry-url + NODE_AUTH_TOKEN, and we dropped it for Forgejo
+          # compat. The literal npmjs registry stays the same.
+          cat > ~/.npmrc <<EOF
+          registry=https://registry.npmjs.org/
+          //registry.npmjs.org/:_authToken=${NODE_AUTH_TOKEN}
+          EOF
+          npm publish
+          rm -f ~/.npmrc
+
+      - name: Create Forgejo release with auto-generated notes
+        env:
+          FORGEJO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          FORGEJO_API: http://forgejo:3000/api/v1
+          REPO: deivid/torrentclaw-mcp
+          TAG: ${{ github.ref_name }}
+        run: |
+          set -euo pipefail
+          apt-get update && apt-get install -y --no-install-recommends jq curl
+
+          # Compose release body from commits since the previous tag.
+          prev=$(git describe --tags --abbrev=0 "${TAG}^" 2>/dev/null || echo "")
+          if [ -n "$prev" ]; then
+            notes=$(git log --pretty=format:'- %s' "${prev}..${TAG}")
+          else
+            notes=$(git log --pretty=format:'- %s' "${TAG}")
+          fi
+          body=$(jq -n --arg t "$TAG" --arg n "$notes" \
+            '{tag_name:$t, name:$t, body:$n, draft:false, prerelease:false}')
+          curl -sSf -X POST "$FORGEJO_API/repos/$REPO/releases" \
+            -H "Authorization: token $FORGEJO_TOKEN" \
+            -H "Content-Type: application/json" \
+            -d "$body" >/dev/null || \
+            echo "Release may already exist for $TAG"
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
deleted file mode 100644
index 8a489af..0000000
--- a/.github/workflows/release.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-name: Release
-
-on:
-  push:
-    tags:
-      - "v*"
-
-permissions:
-  contents: write
-
-jobs:
-  release:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-
-      - uses: actions/setup-node@v4
-        with:
-          node-version: "22"
-          registry-url: "https://registry.npmjs.org"
-
-      - name: Install dependencies
-        run: npm ci
-
-      - name: Build
-        run: npm run build
-
-      - name: Test
-        run: npm test
-
-      - name: Publish to npm
-        run: npm publish
-        env:
-          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
-
-      - name: GitHub Release
-        uses: softprops/action-gh-release@v2
-        with:
-          generate_release_notes: true