diff --git a/.ci/tests/mnist-keras/is_success.py b/.ci/tests/mnist-keras/is_success.py
new file mode 100644
index 000000000..90cb7c1c2
--- /dev/null
+++ b/.ci/tests/mnist-keras/is_success.py
@@ -0,0 +1,31 @@
+import pymongo
+from time import sleep
+import sys
+
+N_ROUNDS = 3
+RETRIES= 6
+SLEEP=10
+
+def _eprint(*args, **kwargs):
+    print(*args, file=sys.stderr, **kwargs)
+
+def _wait_n_rounds(collection):
+    n = 0
+    for _ in range(RETRIES):
+        query = {'reducer.status': 'Success'}
+        n = collection.count_documents(query)
+        if n == N_ROUNDS:
+            return n
+        _eprint(f'Succeded rounds {n}. Sleeping for {SLEEP}.')
+        sleep(SLEEP)
+    _eprint(f'Succeded rounds: {n}. Giving up.')
+    return n
+
+if __name__ == '__main__':
+    # Connect to mongo
+    client = pymongo.MongoClient("mongodb://fedn_admin:password@localhost:6534")
+
+    # Wait for successful rounds
+    succeded = _wait_n_rounds(client['fedn-test-network']['control']['round'])
+    assert(succeded == N_ROUNDS) # check that all rounds succeeded
+    _eprint(f'Succeded rounds: {succeded}. Test passed.')
\ No newline at end of file
diff --git a/.ci/tests/mnist-keras/run.sh b/.ci/tests/mnist-keras/run.sh
new file mode 100755
index 000000000..d3dfccc98
--- /dev/null
+++ b/.ci/tests/mnist-keras/run.sh
@@ -0,0 +1,57 @@
+#!/bin/bash
+set -e
+
+>&2 echo "Configuring mnist-keras environment"
+pushd examples/mnist-keras
+bin/init_venv.sh
+
+>&2 echo "Download and prepare data"
+bin/get_data
+bin/split_data
+
+>&2 echo "Build compute package and seed"
+bin/build.sh
+
+>&2 echo "Start FEDn"
+docker-compose \
+    -f ../../docker-compose.yaml \
+    -f docker-compose.override.yaml \
+    up -d
+
+>&2 echo "Wait for reducer to start"
+sleep 10 # TODO: add API call to check when ready
+
+>&2 echo "Upload compute package"
+curl -k -X POST \
+    -F file=@package.tgz \
+    -F helper=keras \
+    https://localhost:8090/context
+printf '\n'
+
+>&2 echo "Upload seed"
+curl -k -X POST \
+    -F seed=@seed.npz \
+    https://localhost:8090/models
+printf '\n'
+
+>&2 echo "Wait for clients to connect"
+sleep 10 # TODO: add API call to check when ready
+
+>&2 echo "Start round"
+curl -k -X POST \
+    -F rounds=3 \
+    -F validate=True \
+    https://localhost:8090/control
+printf '\n'
+
+>&2 echo "Checking rounds success"
+.mnist-keras/bin/python ../../.ci/tests/mnist-keras/is_success.py
+
+>&2 echo "Stop FEDn"
+docker-compose \
+    -f ../../docker-compose.yaml \
+    -f docker-compose.override.yaml \
+    down
+
+popd
+>&2 echo "Test completed successfully"
\ No newline at end of file
diff --git a/.github/workflows/integration-tests.yaml b/.github/workflows/integration-tests.yaml
new file mode 100644
index 000000000..00f6903b4
--- /dev/null
+++ b/.github/workflows/integration-tests.yaml
@@ -0,0 +1,13 @@
+name: "integration tests"
+
+on: push
+
+jobs:
+  integration-tests:
+    runs-on: ubuntu-20.04
+    steps:
+      - name: checkout
+        uses: actions/checkout@v2
+      
+      - name: test mnist-keras example
+        run: .ci/tests/mnist-keras/run.sh
\ No newline at end of file