diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml
index 86d4083..fcfc28b 100644
--- a/.github/workflows/tests.yaml
+++ b/.github/workflows/tests.yaml
@@ -10,8 +10,8 @@ jobs:
       - name: Check out repository code
         uses: actions/checkout@v4
 
-      - name: Install poetry
-        run: pipx install poetry
+      #- name: Install poetry
+      #  run: pipx install poetry
 
       - name: Install maturin
         run: pipx install maturin
@@ -20,10 +20,10 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: '3.11'
-          cache: 'poetry'
+          cache: 'maturin'
 
-      - run: poetry install --all-extras
-      - run: poetry run maturin develop --release
+      #- run: poetry install --all-extras
+      - run: poetry run maturin develop --release --all-features
       - run: poetry run pytest -v
 
   mypy:
@@ -34,8 +34,8 @@ jobs:
       - name: Check out repository code
         uses: actions/checkout@v4
 
-      - name: Install poetry
-        run: pipx install poetry
+      #- name: Install poetry
+      #  run: pipx install poetry
 
       - name: Install maturin
         run: pipx install maturin
@@ -44,8 +44,8 @@ jobs:
         uses: actions/setup-python@v5
         with:
           python-version: '3.11'
-          cache: 'poetry'
+          cache: 'maturin'
 
-      - run: poetry install --all-extras
-      - run: poetry run maturin develop --release
+      #- run: poetry install --all-extras
+      - run: poetry run maturin develop --release --all-features
       - run: poetry run mypy ./pyobs_cloudcover
\ No newline at end of file
diff --git a/example.yaml b/example.yaml
index 16b59bf..b7f60b8 100644
--- a/example.yaml
+++ b/example.yaml
@@ -1,8 +1,24 @@
 class: pyobs_cloudcover.application.Application
 
+image_sender: "allskycam"
+
 model:
   class: pyobs_cloudcover.world_model.SimpleModel
-  args: [4.81426598e-03, 2.00000000e+00, 1.06352627e+03, 7.57115607e+02, 5.11194838e+02]
+  a0: 4.81426598e-03
+  F: 2.00000000e+00
+  R: 1.06352627e+03
+  c_x: 7.57115607e+02
+  c_y: 5.11194838e+02
+
+server:
+  url: "localhost"
+  port: 8080
+
+measurement_log:
+  url: ""
+  bucket: ""
+  org: ""
+  token: ""
 
 pipelines:
   night:
@@ -12,13 +28,13 @@ pipelines:
 
     options:
       preprocessor:
-        mask_filepath: ""
+        mask_filepath: "tests/integration/mask.npy"
         bin_size: 2
         bkg_sigma_clip: 3.0
         bkg_box_size: (5, 5)
 
       catalog:
-        filepath: ""
+        filepath: "tests/integration/catalog.csv"
         filter:
           alt: 30.0
           v_mag: 7.0
diff --git a/pyobs_cloudcover/application.py b/pyobs_cloudcover/application.py
index cad8e3c..3398680 100644
--- a/pyobs_cloudcover/application.py
+++ b/pyobs_cloudcover/application.py
@@ -1,14 +1,57 @@
+import datetime
+from typing import Dict, Any
+
+from pyobs.events import NewImageEvent, Event
 from pyobs.modules import Module
+from pyobs.object import get_object
 
+from pyobs_cloudcover.measurement_log.influx import Influx
+from pyobs_cloudcover.pipeline.pipeline_controller_factory import PipelineControllerFactory
 from pyobs_cloudcover.web_api.server import Server
+from pyobs_cloudcover.web_api.server_factory import ServerFactory
+from pyobs_cloudcover.world_model import WorldModel
 
 
 class Application(Module):
-    def __init__(self) -> None:
+    def __init__(self,
+                 image_sender: str,
+                 model: Dict[str, Any],
+                 server: Dict[str, Any],
+                 measurement_log: Dict[str, Any],
+                 pipelines: Dict[str, Dict[str, Any]]) -> None:
+
         super(Application, self).__init__()
 
-        #self._server = Server()
+        self._image_sender = image_sender
+
+        world_model: WorldModel = get_object(model, WorldModel)
+
+        server_factory = ServerFactory(self.observer, world_model)
+        self._server = server_factory(server)
+
+        self._measurement_log = Influx(**measurement_log)
+
+        pipeline_controller_factory = PipelineControllerFactory(self.observer, world_model)
+        self._pipeline_controller = pipeline_controller_factory(pipelines)
 
     async def open(self) -> None:
         await super(Application, self).open()
-        #await self._server.start()
+        await self._server.start()
+
+        await self.comm.register_event(NewImageEvent, self.process_new_image)
+
+    async def process_new_image(self, event: Event, sender: str) -> None:
+        if not isinstance(event, NewImageEvent):
+            return
+
+        if sender != self._image_sender:
+            return
+
+        image = await self.vfs.read_image(event.filename)
+
+        obs_time = datetime.datetime.strptime(image.header["DATE-OBS"], "%Y-%m-%dT%H:%M:%S.%f")
+
+        measurement = self._pipeline_controller(image.data, obs_time)
+
+        if measurement is not None:
+            self._server.set_measurement(measurement)
\ No newline at end of file
diff --git a/pyobs_cloudcover/web_api/server.py b/pyobs_cloudcover/web_api/server.py
index a6078f9..a919159 100644
--- a/pyobs_cloudcover/web_api/server.py
+++ b/pyobs_cloudcover/web_api/server.py
@@ -1,5 +1,6 @@
 from aiohttp import web
 
+from pyobs_cloudcover.cloud_coverage_info import CloudCoverageInfo
 from pyobs_cloudcover.web_api.coverage_query_executor import CoverageQueryExecutor
 
 
@@ -14,6 +15,9 @@ def __init__(self, query_executor: CoverageQueryExecutor, url: str = "localhost"
         app.add_routes([web.get("/query", self.query)])
         self._runner = web.AppRunner(app)
 
+    def set_measurement(self, measurement: CloudCoverageInfo) -> None:
+        self._query_executor.set_measurement(measurement)
+
     async def start(self) -> None:
         await self._runner.setup()
         site = web.TCPSite(self._runner, 'localhost', self._port)
diff --git a/pyobs_cloudcover/web_api/server_factory.py b/pyobs_cloudcover/web_api/server_factory.py
new file mode 100644
index 0000000..6ee0ee1
--- /dev/null
+++ b/pyobs_cloudcover/web_api/server_factory.py
@@ -0,0 +1,18 @@
+from typing import Dict, Any
+
+from astroplan import Observer
+
+from pyobs_cloudcover.pipeline.night.star_reverse_matcher.window import ImageWindow
+from pyobs_cloudcover.web_api.coverage_query_executor import CoverageQueryExecutor
+from pyobs_cloudcover.web_api.server import Server
+from pyobs_cloudcover.world_model import WorldModel
+
+
+class ServerFactory(object):
+    def __init__(self, observer: Observer, model: WorldModel) -> None:
+        window = ImageWindow(10)
+        self._executor = CoverageQueryExecutor(model, observer, window)
+
+    def __call__(self, config: Dict[str, Any]) -> Server:
+        server = Server(query_executor=self._executor, **config)
+        return server
diff --git a/pyproject.toml b/pyproject.toml
index da8126a..550755a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,5 +36,21 @@ classifiers = [
     "Programming Language :: Python :: Implementation :: PyPy",
 ]
 dynamic = ["version"]
+
+dependencies = [
+    "pyobs-core[full]>=1.13.0",
+    "influxdb-client>=1.42.0"
+]
+
+[project.optional-dependencies]
+test = [
+    "pytest>=7.4.0",
+    "pytest-cov>=4.1.0",
+    "pytest-mock>=3.11.1",
+    "pytest-asyncio>=0.21.1",
+    "mypy>=1.9.0"
+]
+
 [tool.maturin]
 features = ["pyo3/extension-module"]
+python-packages = ["pyobs_cloudcover"]
\ No newline at end of file