diff --git a/Dockerfile b/Dockerfile
index 68df191a..b5c2dc54 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -24,9 +24,6 @@ FROM ubuntu:20.04
 # set as non-interactive
 ENV DEBIAN_FRONTEND noninteractive
 
-# set CRAWLAB_IS_DOCKER
-ENV CRAWLAB_IS_DOCKER Y
-
 # install packages
 RUN chmod 777 /tmp \
 	&& apt-get update \
@@ -67,6 +64,9 @@ COPY --from=frontend-build /app/dist /app/dist
 # copy nginx config files
 COPY ./nginx/crawlab.conf /etc/nginx/conf.d
 
+# install plugins
+RUN /bin/bash /app/bin/docker-install-plugins.sh
+
 # working directory
 WORKDIR /app/backend
 
@@ -77,6 +77,9 @@ ENV TZ Asia/Shanghai
 ENV LC_ALL C.UTF-8
 ENV LANG C.UTF-8
 
+# docker
+ENV CRAWLAB_DOCKER Y
+
 # frontend port
 EXPOSE 8080
 
diff --git a/Dockerfile.cn b/Dockerfile.cn
index 6a359e11..4b9320b4 100644
--- a/Dockerfile.cn
+++ b/Dockerfile.cn
@@ -24,9 +24,6 @@ FROM ubuntu:20.04
 # set as non-interactive
 ENV DEBIAN_FRONTEND noninteractive
 
-# set CRAWLAB_IS_DOCKER
-ENV CRAWLAB_IS_DOCKER Y
-
 # install packages
 RUN chmod 777 /tmp \
 	&& apt-get update \
@@ -67,6 +64,9 @@ COPY --from=frontend-build /app/dist /app/dist
 # copy nginx config files
 COPY ./nginx/crawlab.conf /etc/nginx/conf.d
 
+# install plugins
+RUN /bin/bash /app/bin/docker-install-plugins.sh
+
 # working directory
 WORKDIR /app/backend
 
diff --git a/Dockerfile.local b/Dockerfile.local
index aeffb969..b8000c3d 100644
--- a/Dockerfile.local
+++ b/Dockerfile.local
@@ -24,9 +24,6 @@ FROM ubuntu:20.04
 # set as non-interactive
 ENV DEBIAN_FRONTEND noninteractive
 
-# set CRAWLAB_IS_DOCKER
-ENV CRAWLAB_IS_DOCKER Y
-
 # install packages
 RUN chmod 777 /tmp \
 	&& apt-get update \
@@ -67,6 +64,9 @@ COPY --from=frontend-build /app/dist /app/dist
 # copy nginx config files
 COPY ./nginx/crawlab.conf /etc/nginx/conf.d
 
+# install plugins
+RUN /bin/bash /app/bin/docker-install-plugins.sh
+
 # working directory
 WORKDIR /app/backend
 
diff --git a/backend/go.mod b/backend/go.mod
index a2ada1f2..b2759439 100644
--- a/backend/go.mod
+++ b/backend/go.mod
@@ -2,4 +2,4 @@ module crawlab
 
 go 1.16
 
-require github.com/crawlab-team/crawlab-core v0.6.0
+require github.com/crawlab-team/crawlab-core v0.6.1-0.20220525140504-682459bd0071
diff --git a/backend/go.sum b/backend/go.sum
index 0ada3474..7802ff23 100644
--- a/backend/go.sum
+++ b/backend/go.sum
@@ -122,8 +122,8 @@ github.com/coreos/pkg v0.0.0-20180928190104-399ea9e2e55f/go.mod h1:E3G3o1h8I7cfc
 github.com/cpuguy83/go-md2man/v2 v2.0.0-20190314233015-f79a8a8ca69d/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
 github.com/cpuguy83/go-md2man/v2 v2.0.1/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
 github.com/crawlab-team/crawlab-core v0.0.1/go.mod h1:6dJHMvrmIJbfYHhYNeGZkGOLEBvur+yGiFzLCRXx92k=
-github.com/crawlab-team/crawlab-core v0.6.0 h1:CGxdztjcIkozZp2EHXFN1brvKxIAdD0Xe1l4c+SFNE8=
-github.com/crawlab-team/crawlab-core v0.6.0/go.mod h1:KqfjSkEclVY39nC58bsq3MLcuXbDnsPp/ClcBDkqOF0=
+github.com/crawlab-team/crawlab-core v0.6.1-0.20220525140504-682459bd0071 h1:b7eDJjxAZMr/Lvx6PMeV8/4SRScV7Ixw3HX6t2XhU48=
+github.com/crawlab-team/crawlab-core v0.6.1-0.20220525140504-682459bd0071/go.mod h1:KqfjSkEclVY39nC58bsq3MLcuXbDnsPp/ClcBDkqOF0=
 github.com/crawlab-team/crawlab-db v0.0.2/go.mod h1:o7o4rbcyAWlFGHg9VS7V7tM/GqRq+N2mnAXO71cZA78=
 github.com/crawlab-team/crawlab-db v0.6.0-beta.20220417.1300 h1:2EymVIiOspX28qNC1Qon3W1fzXKQ8hi6ho3QtXB4w6k=
 github.com/crawlab-team/crawlab-db v0.6.0-beta.20220417.1300/go.mod h1:gfeF0nAnFuup6iYvgHkY0in/HpO/+JktXqVNMdhoxhU=
diff --git a/bin/docker-install-plugins.sh b/bin/docker-install-plugins.sh
new file mode 100644
index 00000000..82700f2b
--- /dev/null
+++ b/bin/docker-install-plugins.sh
@@ -0,0 +1,23 @@
+#!/bin/bash
+
+function install_plugin() {
+  # plugins executables directory
+  local bin_path="/app/plugins/bin"
+  if [ -d $bin_path ]; then
+    mkdir "$bin_path"
+  fi
+
+  # plugin name
+  local name=$1
+  local url="https://github.com/crawlab-team/${name}"
+  local repo_path=""/app/plugins/${name}
+  git clone "$url" "$repo_path"
+  cd "$repo_path" && go build -o "${bin_path}/${name}"
+  chmod +x "${bin_path}/${name}"
+}
+
+plugin_names="plugin-dependency plugin-notification plugin-spider-assistant"
+
+for name in $plugin_names; do
+  install_plugin "$name"
+done