diff --git a/README.md b/README.md
index 82e79d2..6841632 100644
--- a/README.md
+++ b/README.md
@@ -43,6 +43,12 @@ Alternatively you can build a Docker image by changing to the docker directory a
 ```
 docker build -t nosqlmap .
 ```
+
+or you can use Docker-compose to run Nosqlmap:
+```
+docker-compose build
+docker-compose run nosqlmap
+```
 ## Usage Instructions
 Start with
 ```
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 3882f3d..511d0a8 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,6 +1,8 @@
-FROM ubuntu:latest
+FROM python:2.7-alpine
 
-RUN apt-get update && apt-get install -y python python-pip git mongodb
+RUN echo 'http://dl-cdn.alpinelinux.org/alpine/v3.9/main' >> /etc/apk/repositories
+RUN echo 'http://dl-cdn.alpinelinux.org/alpine/v3.9/community' >> /etc/apk/repositories
+RUN apk update && apk add mongodb git
 
 RUN git clone https://github.com/codingo/NoSQLMap.git /root/NoSqlMap
 
@@ -9,7 +11,6 @@ WORKDIR /root/NoSqlMap
 RUN python setup.py install
 
 COPY entrypoint.sh /tmp/entrypoint.sh
-
 RUN chmod +x /tmp/entrypoint.sh
 
 ENTRYPOINT ["/tmp/entrypoint.sh"]
diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
new file mode 100644
index 0000000..dc505f6
--- /dev/null
+++ b/docker/docker-compose.yml
@@ -0,0 +1,6 @@
+version: "3"
+services:
+  nosqlmap:
+    image: nosqlmap:latest
+    build:
+      context: .
diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh
index f424d72..eb9b8b4 100644
--- a/docker/entrypoint.sh
+++ b/docker/entrypoint.sh
@@ -1,2 +1,2 @@
-#!/bin/bash
-exec python nosqlmap.py
+#!/bin/ash
+python nosqlmap.py