diff --git a/README.md b/README.md
index 870afe3d..10f9889d 100644
--- a/README.md
+++ b/README.md
@@ -2,10 +2,13 @@
 
 ## Supported tags and respective `Dockerfile` links
 
-* [`python3.8`, `latest` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.8.dockerfile)
-* [`python3.7`, _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.7.dockerfile)
+* [`python3.9` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.9.dockerfile)
+* [`python3.8` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.8.dockerfile)
+* [`python3.7` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.7.dockerfile)
 * [`python3.6` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.6.dockerfile)
+* [`python3.9-slim` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.9-slim.dockerfile)
 * [`python3.8-slim` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.8-slim.dockerfile)
+* [`python3.9-alpine3.13` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.8-alpine3.10.dockerfile)
 * [`python3.8-alpine3.10` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.8-alpine3.10.dockerfile)
 * [`python3.7-alpine3.8` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.7-alpine3.8.dockerfile)
 * [`python3.6-alpine3.8` _(Dockerfile)_](https://github.com/tiangolo/uvicorn-gunicorn-docker/blob/master/docker-images/python3.6-alpine3.8.dockerfile)
diff --git a/docker-images/python3.9-alpine3.13.dockerfile b/docker-images/python3.9-alpine3.13.dockerfile
new file mode 100644
index 00000000..93e83b77
--- /dev/null
+++ b/docker-images/python3.9-alpine3.13.dockerfile
@@ -0,0 +1,26 @@
+FROM python:3.9-alpine3.13
+
+LABEL maintainer="Sebastian Ramirez <tiangolo@gmail.com>"
+
+RUN apk add --no-cache --virtual .build-deps gcc libc-dev make \
+    && pip install --no-cache-dir "uvicorn[standard]" gunicorn \
+    && apk del .build-deps gcc libc-dev make
+
+COPY ./start.sh /start.sh
+RUN chmod +x /start.sh
+
+COPY ./gunicorn_conf.py /gunicorn_conf.py
+
+COPY ./start-reload.sh /start-reload.sh
+RUN chmod +x /start-reload.sh
+
+COPY ./app /app
+WORKDIR /app/
+
+ENV PYTHONPATH=/app
+
+EXPOSE 80
+
+# Run the start script, it will check for an /app/prestart.sh script (e.g. for migrations)
+# And then will start Gunicorn with Uvicorn
+CMD ["/start.sh"]
diff --git a/docker-images/python3.9-slim.dockerfile b/docker-images/python3.9-slim.dockerfile
new file mode 100644
index 00000000..4e159daa
--- /dev/null
+++ b/docker-images/python3.9-slim.dockerfile
@@ -0,0 +1,24 @@
+FROM python:3.9-slim
+
+LABEL maintainer="Sebastian Ramirez <tiangolo@gmail.com>"
+
+RUN pip install --no-cache-dir "uvicorn[standard]" gunicorn
+
+COPY ./start.sh /start.sh
+RUN chmod +x /start.sh
+
+COPY ./gunicorn_conf.py /gunicorn_conf.py
+
+COPY ./start-reload.sh /start-reload.sh
+RUN chmod +x /start-reload.sh
+
+COPY ./app /app
+WORKDIR /app/
+
+ENV PYTHONPATH=/app
+
+EXPOSE 80
+
+# Run the start script, it will check for an /app/prestart.sh script (e.g. for migrations)
+# And then will start Gunicorn with Uvicorn
+CMD ["/start.sh"]
diff --git a/docker-images/python3.9.dockerfile b/docker-images/python3.9.dockerfile
new file mode 100644
index 00000000..df885a35
--- /dev/null
+++ b/docker-images/python3.9.dockerfile
@@ -0,0 +1,24 @@
+FROM python:3.9
+
+LABEL maintainer="Sebastian Ramirez <tiangolo@gmail.com>"
+
+RUN pip install --no-cache-dir "uvicorn[standard]" gunicorn
+
+COPY ./start.sh /start.sh
+RUN chmod +x /start.sh
+
+COPY ./gunicorn_conf.py /gunicorn_conf.py
+
+COPY ./start-reload.sh /start-reload.sh
+RUN chmod +x /start-reload.sh
+
+COPY ./app /app
+WORKDIR /app/
+
+ENV PYTHONPATH=/app
+
+EXPOSE 80
+
+# Run the start script, it will check for an /app/prestart.sh script (e.g. for migrations)
+# And then will start Gunicorn with Uvicorn
+CMD ["/start.sh"]