diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 286f91dc..6440835b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -235,3 +235,35 @@ snap:publish:
     when: on_success
     expire_in: 1 week
   needs: []
+
+update-dependencies:
+  stage: coverage
+  needs: []
+  tags:
+    - docker
+  only:
+    - schedules
+  variables:
+    HOST: ${CI_PROJECT_URL}
+    UPDATE_BRANCH: ci-bot/dependency-updates
+    PRIVATE_TOKEN: ${GITLAB_API_TOKEN}
+  before_script:
+    - eval $(ssh-agent -s)
+    - echo "$SSH_PRIVATE_BOT_KEY" | tr -d '\r' | ssh-add - > /dev/null
+
+    - mkdir -p ~/.ssh
+    - chmod 700 ~/.ssh
+
+    - ssh-keyscan "https://gitlab.com" >> ~/.ssh/known_hosts
+    - chmod 644 ~/.ssh/known_hosts
+
+    - git config --global user.email "bot@fluffy.chat"
+    - git config --global user.name "Dependency Update Bot"
+    - sudo apt-get update && sudo apt-get install -y curl
+  script:
+    - flutter pub get
+    - flutter pub pub run dapackages:dapackages.dart ./pubspec.yaml
+    - flutter pub get
+    - git remote set-url --push origin git@gitlab.com:$CI_PROJECT_PATH
+    - 'git diff --exit-code || (git checkout -B ${UPDATE_BRANCH} && git add . && git commit -m "chore: Update dependencies" && git push -f origin ${UPDATE_BRANCH} && ./scripts/open-mr.sh)'
+
diff --git a/scripts/open-mr.sh b/scripts/open-mr.sh
new file mode 100755
index 00000000..d2d4b7d3
--- /dev/null
+++ b/scripts/open-mr.sh
@@ -0,0 +1,37 @@
+#!/usr/bin/env bash
+
+# source: https://about.gitlab.com/blog/2017/09/05/how-to-automatically-create-a-new-mr-on-gitlab-with-gitlab-ci/
+
+# Extract the host where the server is running, and add the URL to the APIs
+[[ $HOST =~ ^https?://[^/]+ ]] && HOST="${BASH_REMATCH[0]}/api/v4/projects/"
+
+# Look which is the default branch
+TARGET_BRANCH=`curl --silent "${HOST}${CI_PROJECT_ID}" --header "PRIVATE-TOKEN:${PRIVATE_TOKEN}" | python3 -c "import sys, json; print(json.load(sys.stdin)['default_branch'])"`;
+
+# The description of our new MR, we want to remove the branch after the MR has
+# been closed
+BODY="{
+    \"id\": ${CI_PROJECT_ID},
+    \"source_branch\": \"${UPDATE_BRANCH}\",
+    \"target_branch\": \"${TARGET_BRANCH}\",
+    \"remove_source_branch\": true,
+    \"title\": \"chore: automated dependency update\"
+}";
+
+# Require a list of all the merge request and take a look if there is already
+# one with the same source branch
+LISTMR=`curl --silent "${HOST}${CI_PROJECT_ID}/merge_requests?state=opened" --header "PRIVATE-TOKEN:${PRIVATE_TOKEN}"`;
+COUNTBRANCHES=`echo ${LISTMR} | grep -o "\"source_branch\":\"${UPDATE_BRANCH}\"" | wc -l`;
+
+# No MR found, let's create a new one
+if [ ${COUNTBRANCHES} -eq "0" ]; then
+    curl -X POST "${HOST}${CI_PROJECT_ID}/merge_requests" \
+        --header "PRIVATE-TOKEN:${PRIVATE_TOKEN}" \
+        --header "Content-Type: application/json" \
+        --data "${BODY}";
+
+    echo "Opened a new dependency update MR."
+    exit;
+fi
+
+echo "No new merge request opened.";