diff --git a/src/huggingface_hub/__init__.py b/src/huggingface_hub/__init__.py
index 08ae398a1a..95c5323589 100644
--- a/src/huggingface_hub/__init__.py
+++ b/src/huggingface_hub/__init__.py
@@ -40,6 +40,7 @@
     delete_repo,
     get_full_repo_name,
     list_datasets,
+    list_metrics,
     list_models,
     list_repo_files,
     list_repos_objs,
diff --git a/src/huggingface_hub/hf_api.py b/src/huggingface_hub/hf_api.py
index 582b3dd0cb..fdbdf0e05d 100644
--- a/src/huggingface_hub/hf_api.py
+++ b/src/huggingface_hub/hf_api.py
@@ -225,6 +225,39 @@ def __str__(self):
         return r
 
 
+class MetricInfo:
+    """
+    Info about a public metric accessible from huggingface.co
+    """
+
+    def __init__(
+        self,
+        id: Optional[str] = None,  # id of metric
+        description: Optional[str] = None,
+        citation: Optional[str] = None,
+        **kwargs,
+    ):
+        self.id = id
+        self.description = description
+        self.citation = citation
+        # Legacy stuff, "key" is always returned with an empty string
+        # because of old versions of the datasets lib that need this field
+        kwargs.pop("key", None)
+        # Store all the other fields returned by the API
+        for k, v in kwargs.items():
+            setattr(self, k, v)
+
+    def __repr__(self):
+        s = f"{self.__class__.__name__}:" + " {"
+        for key, val in self.__dict__.items():
+            s += f"\n\t{key}: {val}"
+        return s + "\n}"
+
+    def __str__(self):
+        r = f"Metric Name: {self.id}"
+        return r
+
+
 def write_to_credential_store(username: str, password: str):
     with subprocess.Popen(
         "git credential-store store".split(),
@@ -506,6 +539,17 @@ def list_datasets(
         d = r.json()
         return [DatasetInfo(**x) for x in d]
 
+    def list_metrics(self) -> List[MetricInfo]:
+        """
+        Get the public list of all the metrics on huggingface.co
+        """
+        path = "{}/api/metrics".format(self.endpoint)
+        params = {}
+        r = requests.get(path, params=params)
+        r.raise_for_status()
+        d = r.json()
+        return [MetricInfo(**x) for x in d]
+
     def model_info(
         self,
         repo_id: str,
@@ -1085,6 +1129,8 @@ def delete_token(cls):
 list_datasets = api.list_datasets
 dataset_info = api.dataset_info
 
+list_metrics = api.list_metrics
+
 create_repo = api.create_repo
 delete_repo = api.delete_repo
 update_repo_visibility = api.update_repo_visibility
diff --git a/tests/test_hf_api.py b/tests/test_hf_api.py
index a509d66d4f..7e7b937487 100644
--- a/tests/test_hf_api.py
+++ b/tests/test_hf_api.py
@@ -28,6 +28,7 @@
     DatasetInfo,
     HfApi,
     HfFolder,
+    MetricInfo,
     ModelInfo,
     RepoObj,
     erase_from_credential_store,
@@ -509,6 +510,18 @@ def test_dataset_info(self):
         self.assertIsInstance(dataset, DatasetInfo)
         self.assertEqual(dataset.sha, DUMMY_DATASET_ID_REVISION_ONE_SPECIFIC_COMMIT)
 
+    def test_staging_list_metrics(self):
+        _api = HfApi(endpoint=ENDPOINT_STAGING)
+        _ = _api.list_metrics()
+
+    @with_production_testing
+    def test_list_metrics(self):
+        _api = HfApi()
+        metrics = _api.list_metrics()
+        self.assertGreater(len(metrics), 10)
+        self.assertIsInstance(metrics[0], MetricInfo)
+        self.assertTrue(any(metric.description for metric in metrics))
+
 
 class HfApiPrivateTest(HfApiCommonTestWithLogin):
     def setUp(self) -> None: