diff --git a/src/openagi/actions/tools/huggingface.py b/src/openagi/actions/tools/huggingface.py
new file mode 100644
index 0000000..13c343f
--- /dev/null
+++ b/src/openagi/actions/tools/huggingface.py
@@ -0,0 +1,29 @@
+from openagi.actions.base import ConfigurableAction
+from pydantic import Field
+import json
+
+try:
+    from huggingface_hub import HfApi
+except ImportError:
+    raise Exception("Install huggingface_hub with cmd `pip install huggingface`")
+
+class HuggingFaceTool(ConfigurableAction):
+    """
+    Tool for exploring Hugging Face models and datasets.
+    """
+    query: str = Field(..., description="Dataset or model name to search on Hugging Face.")
+
+    def execute(self) -> str:
+        api = HfApi()
+        results_dict = {}
+
+        models = api.list_models(search=self.query, limit=15)
+        datasets = api.list_datasets(search=self.query, limit=15)
+
+        for model in models:
+            results_dict[model.modelId] = f"https://huggingface.co/{model.modelId}"
+
+        for dataset in datasets:
+            results_dict[dataset.id] = f"https://huggingface.co/datasets/{dataset.id}"
+
+        return json.dumps(results_dict)
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