diff --git a/src/charm.py b/src/charm.py
index 2503a69..30e5f5f 100755
--- a/src/charm.py
+++ b/src/charm.py
@@ -5,7 +5,7 @@
 """Charm the application."""
 
 import logging
-from typing import Any, List, Set, Tuple
+from typing import Any, Dict, List, Set, Tuple
 
 import ops
 from charms.grafana_agent.v0.cos_agent import COSAgentProvider
@@ -28,22 +28,6 @@ def __init__(self, *args: Any) -> None:
         super().__init__(*args)
         self.hw_tool_helper = HWToolHelper()
 
-        # Add refresh_events to COSAgentProvider to update relation data when
-        # config changed (default behavior) and upgrade charm. This is useful
-        # for updating alert rules.
-        self.cos_agent_provider = COSAgentProvider(
-            self,
-            refresh_events=[self.on.config_changed, self.on.upgrade_charm],
-            metrics_endpoints=[
-                {"path": "/metrics", "port": int(self.model.config["hardware-exporter-port"])},
-                {"path": "/metrics", "port": int(self.model.config["smartctl-exporter-port"])},
-                {"path": "/metrics", "port": 9400},
-            ],
-            # Setting scrape_timeout as collect_timeout in the `duration` format specified in
-            # https://prometheus.io/docs/prometheus/latest/configuration/configuration/#duration
-            scrape_configs=[{"scrape_timeout": f"{int(self.model.config['collect-timeout'])}s"}],
-        )
-
         self._stored.set_default(
             # resource_installed is a flag that tracks the installation state for
             # the juju resources and also the different exporters
@@ -64,6 +48,15 @@ def __init__(self, *args: Any) -> None:
         )
         self.framework.observe(self.on.redetect_hardware_action, self._on_redetect_hardware)
 
+        # Add refresh_events to COSAgentProvider to update relation data when
+        # config changed (default behavior) and upgrade charm. This is useful
+        # for updating alert rules.
+        self.cos_agent_provider = COSAgentProvider(
+            self,
+            refresh_events=[self.on.config_changed, self.on.upgrade_charm],
+            scrape_configs=self._scrape_config,
+        )
+
         self.num_cos_agent_relations = self.get_num_cos_agent_relations("cos-agent")
 
     @property
@@ -298,6 +291,41 @@ def validate_configs(self) -> Tuple[bool, str]:
 
         return True, "Charm config is valid."
 
+    def _scrape_config(self) -> List[Dict[str, Any]]:
+        """Generate the scrape config as needed."""
+        # Setting scrape_timeout as collect_timeout in the `duration` format specified in
+        # https://prometheus.io/docs/prometheus/latest/configuration/configuration/#duration
+        scrape_config: List[Dict[str, Any]] = [
+            {"scrape_timeout": f"{self.model.config['collect-timeout']}s"}
+        ]
+
+        for exporter in self.exporters:
+            if isinstance(exporter, HardwareExporter):
+                port = self.model.config["hardware-exporter-port"]
+                scrape_config.append(
+                    {
+                        "metrics_path": "/metrics",
+                        "static_configs": [{"targets": [f"localhost:{port}"]}],
+                    }
+                )
+            if isinstance(exporter, SmartCtlExporter):
+                port = self.model.config["smartctl-exporter-port"]
+                scrape_config.append(
+                    {
+                        "metrics_path": "/metrics",
+                        "static_configs": [{"targets": [f"localhost:{port}"]}],
+                    }
+                )
+            if isinstance(exporter, DCGMExporter):
+                port = 9400
+                scrape_config.append(
+                    {
+                        "metrics_path": "/metrics",
+                        "static_configs": [{"targets": [f"localhost:{port}"]}],
+                    }
+                )
+        return scrape_config
+
     @property
     def cos_agent_related(self) -> bool:
         """Return True if cos-agent relation is present."""
diff --git a/tests/unit/test_charm.py b/tests/unit/test_charm.py
index 326cc68..4289d42 100644
--- a/tests/unit/test_charm.py
+++ b/tests/unit/test_charm.py
@@ -5,6 +5,7 @@
 
 import json
 import unittest
+from pathlib import Path
 from unittest import mock
 
 import ops
@@ -796,3 +797,38 @@ def test_stored_tools_remove_legacy_smartctl(self):
         self.harness.begin()
         self.harness.charm._stored.stored_tools = {"smartctl"}
         assert self.harness.charm.stored_tools == set()
+
+    @mock.patch("service.get_bmc_address")
+    @mock.patch("charm.HardwareObserverCharm.exporters", new_callable=mock.PropertyMock)
+    def test_scrape_config(self, mock_exporters, _):
+        self.harness.begin()
+        config = self.harness.charm.model.config
+        hw_exporter = HardwareExporter(Path(), config, set())
+        smartctl_exporter = SmartCtlExporter(config)
+        dcgm_exporter = DCGMExporter(config)
+
+        mock_exporters.return_value = [hw_exporter, smartctl_exporter, dcgm_exporter]
+
+        assert self.harness.charm._scrape_config() == [
+            {"scrape_timeout": "10s"},
+            {"metrics_path": "/metrics", "static_configs": [{"targets": ["localhost:10200"]}]},
+            {"metrics_path": "/metrics", "static_configs": [{"targets": ["localhost:10201"]}]},
+            {"metrics_path": "/metrics", "static_configs": [{"targets": ["localhost:9400"]}]},
+        ]
+
+    @mock.patch("charm.HardwareObserverCharm.exporters", new_callable=mock.PropertyMock)
+    def test_scrape_config_no_specific_hardware(
+        self,
+        mock_exporters,
+    ):
+        # simulate a hardware that does not have NVIDIA or tools to install hw exporter
+        self.harness.begin()
+        config = self.harness.charm.model.config
+        smartctl_exporter = SmartCtlExporter(config)
+
+        mock_exporters.return_value = [smartctl_exporter]
+
+        assert self.harness.charm._scrape_config() == [
+            {"scrape_timeout": "10s"},
+            {"metrics_path": "/metrics", "static_configs": [{"targets": ["localhost:10201"]}]},
+        ]