diff --git a/README.md b/README.md
index cfe2f9e7..e44952ad 100644
--- a/README.md
+++ b/README.md
@@ -253,7 +253,7 @@ Development release is by default configured to connect to local APNS / FCM mock
 in `config/dev.exs` file.
 For now, let's just start those mocks so that we can use default dev configuration:
 ```bash
-docker-compose -f test/docker/docker-compose.unit.yml up -d
+docker-compose -f test/docker/docker-compose.mocks.yml up -d
 ```
 
 After this step you may try to run the service via:
@@ -491,26 +491,78 @@ If you specify both **alert** and **data**, target device will receive both noti
 * **500** `{"reason" : reason}` - the server internal error occured,
   specified by **reason**.
 
-### I use MongoosePush docker, where do I find `sys.config`?
+### Metrics
 
-If you use dockerized MongoosePush, you need to do the following:
-* Start MongoosePush docker, let's assume its name is `mongoose_push`
-* Run: `docker cp mongoose_push:/opt/app/var/sys.config sys.config` on you docker host (this will get the current `sys.config` to your `${CWD}`)
-* Modify the `sys.config` as you see fit (for metrics, see above)
-* Stop MongoosePush docker container and restart it with the modified `sys.config` as volume in `/opt/app/sys.config` (yes, this is not the path we used to copy this file from, this is an override)
+MongoosePush 2.1 provides metrics in the Prometheus format on the `/metrics` endpoint.
+This is a breaking change compared to previous releases.
+Existing dashboards will need to be updated.
 
+It is important to know that metrics are created inside MongoosePush only when a certain event happens.
+This may mean that a freshly started MongoosePush node will not have all the possible metrics available yet.
 
-### Available metrics
+#### Available metrics
 
-The following metrics are available:
+##### Histograms
+
+For more details about the histogram metric type please go to https://prometheus.io/docs/concepts/metric_types/#histogram
+
+###### Notification sent time
+
+`mongoose_push_notification_send_time_microsecond_bucket{error_category=${CATEGORY},error_reason=${REASON},service=${SERVICE},status=${STATUS},le=${LE}}`
+`mongoose_push_notification_send_time_microsecond_sum{error_category=${CATEGORY},error_reason=${REASON},service=${SERVICE},status=${STATUS}}`
+`mongoose_push_notification_send_time_microsecond_count{error_category=${CATEGORY},error_reason=${REASON},service=${SERVICE},status=${STATUS}}`
 
-* `mongoose_push_apns_state_get_default_topic_count`
-* `mongoose_push_notification_send_time_bucket{error_category=${CATEGORY},error_reason=${REASON},service=${SERVICE},status=${STATUS},le=${LENGTH}}`
-* `mongoose_push_notification_send_time_sum{error_category=${CATEGORY},error_reason=${REASON},service=${SERVICE},status=${STATUS}}`
-* `mongoose_push_notification_send_time_count{error_category=${CATEGORY},error_reason=${REASON},service=${SERVICE},status="${STATUS}}`
 Where:
-* **CATEGORY** is an arbitrary error category term or empty string
-* **REASON** is an arbitrary error reason term or empty string
-* **SERVICE** is either `fcm` or `apns`
-* **STATUS** is either `success` or `error`
-* **LENGTH** is either `100` or `250` or `500` or `1000` or `+Inf`
+* `STATUS` is `"success"` for the successful notifications or `"error"` in all other cases
+* `SERVICE` is either `"apns"` or `"fcm"`
+* `CATEGORY` is an arbitrary error category term (in case of `status="error"`) or an empty string (when `status="success"`)
+* `REASON` is an arbitrary error reason term (in case of `status="error"`) or an empty string (when `status="success"`)
+* `LE` defines the `upper inclusive bound` (`less than or equal`) values for buckets, currently `1000`, `10_000`, `25_000`, `50_000`, `100_000`, `250_000`, `500_000`, `1000_000` or `+Inf`
+
+> **NOTE**
+>
+> A bucket of value 250_000 will keep the count of measurements that are less than or equal to 250_000.
+> A measurement of value 51_836 will be added to all the buckets where the upper bound is greater than 51_836.
+> In this case these are buckets `100_000`, `250_000`, `500_000`, `1000_000` and `+Inf`
+
+This histogram metric shows the distribution of times needed to:
+1. Select a worker (this may include waiting time when all workers are busy).
+2. Send a request.
+3. Get a response from push notifications provider.
+
+##### Counters
+
+* `mongoose_push_supervisor_init_count{service=${SERVICE}}` - Counts the number of push notification service supervisor starts.
+  The `SERVICE` variable can take `"apns"` or `"fcm"` as a value.
+  This metric is updated when MongoosePush starts, and later on when the underlying supervision tree is terminated and the error is propagated to the main application supervisor.
+* `mongoose_push_apns_state_init_count` - Counts the number of APNS state initialisations.
+* `mongoose_push_apns_state_terminate_count` - Counts the number of APNS state terminations.
+* `mongoose_push_apns_state_get_default_topic_count` - Counts the number of default topic reads from cache.
+
+#### How to quickly see all metrics
+
+```bash
+curl -k https://127.0.0.1:8443/metrics
+```
+
+The above command assumes that MongoosePush runs on `localhost` and listens on port `8443`.
+Please, mind the `HTTPS` protocol, metrics are hosted on the same port than all the other API endpoints.
+
+#### Prometheus configuration
+
+When configuring Prometheus, it's important to:
+* set the `scheme` to `https` since MongoosePush exposes `/metrics` path encrypted endpoint (HTTPS)
+* set the `insecure_skip_verify` to `true` if the default self-signed certificates are used
+
+```yaml
+scrape_configs:
+  - job_name: 'mongoose-push'
+    scheme: 'https' #MongoosePush exposes encrypted endpoint - HTTPS
+    tls_config: #The default certs used by MongoosePush are self-signed
+      insecure_skip_verify: true #For checking purposes we can ignore certs verification
+    static_configs:
+      - targets: ['mongoose-push:8443']
+        labels:
+          group: 'production'
+
+```
diff --git a/lib/mongoose_push/application.ex b/lib/mongoose_push/application.ex
index 991e283c..197bae97 100644
--- a/lib/mongoose_push/application.ex
+++ b/lib/mongoose_push/application.ex
@@ -33,8 +33,10 @@ defmodule MongoosePush.Application do
     _ = check_runtime_configuration_status()
 
     # Define workers and child supervisors to be supervised
+    # The MongoosePush.Metrics.TelemetryMetrics child is started first to capture possible events
+    # when services start
     children =
-      service_children() ++ [MongoosePushWeb.Endpoint, MongoosePush.Metrics.TelemetryMetrics]
+      [MongoosePush.Metrics.TelemetryMetrics] ++ service_children() ++ [MongoosePushWeb.Endpoint]
 
     # See http://elixir-lang.org/docs/stable/elixir/Supervisor.html
     # for other strategies and supported options
diff --git a/lib/mongoose_push/metrics/telemetry_metrics.ex b/lib/mongoose_push/metrics/telemetry_metrics.ex
index 752fffbc..f11c22e1 100644
--- a/lib/mongoose_push/metrics/telemetry_metrics.ex
+++ b/lib/mongoose_push/metrics/telemetry_metrics.ex
@@ -15,17 +15,27 @@ defmodule MongoosePush.Metrics.TelemetryMetrics do
         event_name: [:mongoose_push, :notification, :send],
         measurement: :time,
         buckets: [1000, 10_000, 25_000, 50_000, 100_000, 250_000, 500_000, 1000_000],
-        tags: [:status, :service, :error_category, :error_reason]
+        tags: [:status, :service, :error_category, :error_reason],
+        description:
+          "A histogram showing push notification send times. Includes worker selection (with possible waiting if all are busy)"
       ),
 
       # measurement is ignored in Counter metric
-      Telemetry.Metrics.counter("mongoose_push.supervisor.init.count", tags: [:service]),
-      Telemetry.Metrics.counter("mongoose_push.apns.state.init.count"),
+      Telemetry.Metrics.counter("mongoose_push.supervisor.init.count",
+        tags: [:service],
+        description: "Counts the number of push notification service supervisor starts"
+      ),
+      Telemetry.Metrics.counter("mongoose_push.apns.state.init.count",
+        description: "Counts the number of APNS state initialisations"
+      ),
       Telemetry.Metrics.counter("mongoose_push.apns.state.terminate.count",
         tags: [:error_reason],
-        tag_values: fn metadata -> %{metadata | error_reason: metadata.reason} end
+        tag_values: fn metadata -> %{metadata | error_reason: metadata.reason} end,
+        description: "Counts the number of APNS state terminations"
       ),
-      Telemetry.Metrics.counter("mongoose_push.apns.state.get_default_topic.count")
+      Telemetry.Metrics.counter("mongoose_push.apns.state.get_default_topic.count",
+        description: "Counts the number of APNS default topic reads from the ETS cache"
+      )
     ]
   end
 end
diff --git a/test/docker/docker-compose.mpush.yml b/test/docker/docker-compose.mpush.yml
index b95d43bc..00ce2d5c 100644
--- a/test/docker/docker-compose.mpush.yml
+++ b/test/docker/docker-compose.mpush.yml
@@ -1,5 +1,5 @@
 # This file needs to be used along with `docker-compose.mocks.yml`:
-# docker-compose -f test/docker/docker-compose.mocks.yml -f test/docker/docker-compose.mpush.yml ...
+# PRIV=priv docker-compose -f test/docker/docker-compose.mocks.yml -f test/docker/docker-compose.mpush.yml ...
 version: '3'
 
 services:
diff --git a/test/docker/docker-compose.prometheus.yml b/test/docker/docker-compose.prometheus.yml
new file mode 100644
index 00000000..0ae17db2
--- /dev/null
+++ b/test/docker/docker-compose.prometheus.yml
@@ -0,0 +1,12 @@
+# This file needs to be used along with `docker-compose.mocks.yml` and `docker-compose.mpush.yml:
+# PRIV=priv docker-compose -f test/docker/docker-compose.mocks.yml -f test/docker/docker-compose.mpush.yml -f test/docker/docker-compose.prometheus.yml ...
+version: '3'
+
+services:
+  prometheus:
+    image: prom/prometheus
+    container_name: mongoose-push-prometheus
+    ports:
+      - "9090:9090"
+    volumes:
+      - ./prometheus.yml:/etc/prometheus/prometheus.yml
diff --git a/test/docker/prometheus.yml b/test/docker/prometheus.yml
new file mode 100644
index 00000000..4f0ebaa6
--- /dev/null
+++ b/test/docker/prometheus.yml
@@ -0,0 +1,9 @@
+scrape_configs:
+  - job_name: 'mongoose-push'
+    scheme: 'https' #MongoosePush exposes encrypted endpoint - HTTPS
+    tls_config: #The default certs used by MongoosePush are self-signed
+      insecure_skip_verify: true #For checking purposes we can ignore certs verification
+    static_configs:
+      - targets: ['mongoose-push:8443']
+        labels:
+          group: 'production'