diff --git a/docs/source/en/main_classes/agent.md b/docs/source/en/main_classes/agent.md
index a9fb944c62..8628785815 100644
--- a/docs/source/en/main_classes/agent.md
+++ b/docs/source/en/main_classes/agent.md
@@ -50,6 +50,10 @@ We provide two types of agents, based on the main [`Agent`] class:
 
 [[autodoc]] ReactCodeAgent
 
+### ManagedAgent
+
+[[autodoc]] ManagedAgent
+
 ## Tools
 
 ### load_tool
diff --git a/src/transformers/__init__.py b/src/transformers/__init__.py
index 4f4b17ac84..8f4b23b11e 100755
--- a/src/transformers/__init__.py
+++ b/src/transformers/__init__.py
@@ -58,6 +58,7 @@ _import_structure = {
         "Agent",
         "CodeAgent",
         "HfApiEngine",
+        "ManagedAgent",
         "PipelineTool",
         "ReactAgent",
         "ReactCodeAgent",
@@ -4826,6 +4827,7 @@ if TYPE_CHECKING:
         Agent,
         CodeAgent,
         HfApiEngine,
+        ManagedAgent,
         PipelineTool,
         ReactAgent,
         ReactCodeAgent,
diff --git a/src/transformers/agents/__init__.py b/src/transformers/agents/__init__.py
index 438bd313b5..d053e385cf 100644
--- a/src/transformers/agents/__init__.py
+++ b/src/transformers/agents/__init__.py
@@ -39,7 +39,7 @@ else:
     _import_structure["default_tools"] = ["FinalAnswerTool", "PythonInterpreterTool"]
     _import_structure["document_question_answering"] = ["DocumentQuestionAnsweringTool"]
     _import_structure["image_question_answering"] = ["ImageQuestionAnsweringTool"]
-    _import_structure["search"] = ["DuckDuckGoSearchTool"]
+    _import_structure["search"] = ["DuckDuckGoSearchTool", "VisitWebpageTool"]
     _import_structure["speech_to_text"] = ["SpeechToTextTool"]
     _import_structure["text_to_speech"] = ["TextToSpeechTool"]
     _import_structure["translation"] = ["TranslationTool"]
@@ -59,7 +59,7 @@ if TYPE_CHECKING:
         from .default_tools import FinalAnswerTool, PythonInterpreterTool
         from .document_question_answering import DocumentQuestionAnsweringTool
         from .image_question_answering import ImageQuestionAnsweringTool
-        from .search import DuckDuckGoSearchTool
+        from .search import DuckDuckGoSearchTool, VisitWebpageTool
         from .speech_to_text import SpeechToTextTool
         from .text_to_speech import TextToSpeechTool
         from .translation import TranslationTool
diff --git a/src/transformers/agents/search.py b/src/transformers/agents/search.py
index 0b33c92733..5ce36bf99b 100644
--- a/src/transformers/agents/search.py
+++ b/src/transformers/agents/search.py
@@ -14,6 +14,11 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+import re
+
+import requests
+from requests.exceptions import RequestException
+
 from .tools import Tool
 
 
@@ -29,7 +34,44 @@ class DuckDuckGoSearchTool(Tool):
             from duckduckgo_search import DDGS
         except ImportError:
             raise ImportError(
-                "You must install package `duckduckgo_search`: for instance run `pip install duckduckgo-search`."
+                "You must install package `duckduckgo_search` to run this tool: for instance run `pip install duckduckgo-search`."
             )
         results = DDGS().text(query, max_results=7)
         return results
+
+
+class VisitWebpageTool(Tool):
+    name = "visit_webpage"
+    description = "Visits a wbepage at the given url and returns its content as a markdown string."
+    inputs = {
+        "url": {
+            "type": "text",
+            "description": "The url of the webpage to visit.",
+        }
+    }
+    output_type = "text"
+
+    def forward(self, url: str) -> str:
+        try:
+            from markdownify import markdownify
+        except ImportError:
+            raise ImportError(
+                "You must install package `markdownify` to run this tool: for instance run `pip install markdownify`."
+            )
+        try:
+            # Send a GET request to the URL
+            response = requests.get(url)
+            response.raise_for_status()  # Raise an exception for bad status codes
+
+            # Convert the HTML content to Markdown
+            markdown_content = markdownify(response.text).strip()
+
+            # Remove multiple line breaks
+            markdown_content = re.sub(r"\n{3,}", "\n\n", markdown_content)
+
+            return markdown_content
+
+        except RequestException as e:
+            return f"Error fetching the webpage: {str(e)}"
+        except Exception as e:
+            return f"An unexpected error occurred: {str(e)}"