diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
new file mode 100644
index 0000000..2e9d04a
--- /dev/null
+++ b/.github/workflows/docker.yml
@@ -0,0 +1,43 @@
+name: Create and publish Docker images for tagged versions
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+env:
+  REGISTRY: ghcr.io
+  IMAGE_NAME: ${{ github.repository }}
+
+jobs:
+  build-docker-image:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      packages: write
+
+    steps:
+      - name: Check out repository
+        uses: actions/checkout@v3
+
+      - name: Log into GHCR
+        if: github.event_name != 'pull_request'
+        uses: docker/login-action@v2
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract Docker metadata
+        id: meta
+        uses: docker/metadata-action@v4
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v3
+        with:
+          context: .
+          push: ${{ github.event_name != 'pull_request' }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.output.labels }}
diff --git a/Dockerfile b/Dockerfile
index 03a41ea..219d0dc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,18 @@
-FROM docker.io/library/python:3-alpine
+FROM python:3-slim
+
+LABEL org.opencontainers.image.description='Unwebsockify is a TCP to WebSocket proxy/bridge -- like a reverse websockify.' \
+      org.opencontainers.image.source='https://github.com/jimparis/unwebsockify' \
+      org.opencontainers.image.licenses='MIT'
+
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONFAULTHANDLER=1 \
+    PYTHONHASHSEED=random \
+    PYTHONUNBUFFERED=1
+
 WORKDIR /usr/src/app
-RUN pip install --no-cache-dir websockets
-COPY unwebsockify.py ./
-ENTRYPOINT [ "python", "-u", "./unwebsockify.py" ]
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY unwebsockify.py .
+ENTRYPOINT [ "python", "./unwebsockify.py" ]