diff --git a/src/strands/agent/agent.py b/src/strands/agent/agent.py
index 0651d452..5854fba6 100644
--- a/src/strands/agent/agent.py
+++ b/src/strands/agent/agent.py
@@ -84,6 +84,7 @@ def __getattr__(self, name: str) -> Callable[..., Any]:
             """Call tool as a function.
 
             This method enables the method-style interface (e.g., `agent.tool.tool_name(param="value")`).
+            It matches underscore-separated names to hyphenated tool names (e.g., 'some_thing' matches 'some-thing').
 
             Args:
                 name: The name of the attribute (tool) being accessed.
@@ -92,9 +93,34 @@ def __getattr__(self, name: str) -> Callable[..., Any]:
                 A function that when called will execute the named tool.
 
             Raises:
-                AttributeError: If no tool with the given name exists.
+                AttributeError: If no tool with the given name exists or if multiple tools match the given name.
             """
 
+            def find_normalized_tool_name() -> Optional[str]:
+                """Lookup the tool represented by name, replacing characters with underscores as necessary."""
+                tool_registry = self._agent.tool_registry.registry
+
+                if tool_registry.get(name, None):
+                    return name
+
+                # If the desired name contains underscores, it might be a placeholder for characters that can't be
+                # represented as python identifiers but are valid as tool names, such as dashes. In that case, find
+                # all tools that can be represented with the normalized name
+                if "_" in name:
+                    filtered_tools = [
+                        tool_name
+                        for (tool_name, tool) in tool_registry.items()
+                        if tool_name.replace("-", "_") == name
+                    ]
+
+                    if len(filtered_tools) > 1:
+                        raise AttributeError(f"Multiple tools matching '{name}' found: {', '.join(filtered_tools)}")
+
+                    if filtered_tools:
+                        return filtered_tools[0]
+
+                raise AttributeError(f"Tool '{name}' not found")
+
             def caller(**kwargs: Any) -> Any:
                 """Call a tool directly by name.
 
@@ -115,14 +141,13 @@ def caller(**kwargs: Any) -> Any:
                 Raises:
                     AttributeError: If the tool doesn't exist.
                 """
-                if name not in self._agent.tool_registry.registry:
-                    raise AttributeError(f"Tool '{name}' not found")
+                normalized_name = find_normalized_tool_name()
 
                 # Create unique tool ID and set up the tool request
                 tool_id = f"tooluse_{name}_{random.randint(100000000, 999999999)}"
                 tool_use = {
                     "toolUseId": tool_id,
-                    "name": name,
+                    "name": normalized_name,
                     "input": kwargs.copy(),
                 }
 
diff --git a/tests/strands/agent/test_agent.py b/tests/strands/agent/test_agent.py
index 0ea20b64..02b1470b 100644
--- a/tests/strands/agent/test_agent.py
+++ b/tests/strands/agent/test_agent.py
@@ -674,6 +674,68 @@ def function(system_prompt: str) -> str:
     )
 
 
+def test_agent_tool_with_name_normalization(agent, tool_registry, mock_randint):
+    agent.tool_handler = unittest.mock.Mock()
+
+    tool_name = "system-prompter"
+
+    @strands.tools.tool(name=tool_name)
+    def function(system_prompt: str) -> str:
+        return system_prompt
+
+    tool = strands.tools.tools.FunctionTool(function)
+    agent.tool_registry.register_tool(tool)
+
+    mock_randint.return_value = 1
+
+    agent.tool.system_prompter(system_prompt="tool prompt")
+
+    # Verify the correct tool was invoked
+    assert agent.tool_handler.process.call_count == 1
+    tool_call = agent.tool_handler.process.call_args.kwargs.get("tool")
+
+    assert tool_call == {
+        # Note that the tool-use uses the "python safe" name
+        "toolUseId": "tooluse_system_prompter_1",
+        # But the name of the tool is the one in the registry
+        "name": tool_name,
+        "input": {"system_prompt": "tool prompt"},
+    }
+
+
+def test_agent_tool_with_multiple_normalized_matches(agent, tool_registry, mock_randint):
+    agent.tool_handler = unittest.mock.Mock()
+
+    @strands.tools.tool(name="system-prompter_1")
+    def function1(system_prompt: str) -> str:
+        return system_prompt
+
+    @strands.tools.tool(name="system-prompter-1")
+    def function2(system_prompt: str) -> str:
+        return system_prompt
+
+    agent.tool_registry.register_tool(strands.tools.tools.FunctionTool(function1))
+    agent.tool_registry.register_tool(strands.tools.tools.FunctionTool(function2))
+
+    mock_randint.return_value = 1
+
+    with pytest.raises(AttributeError) as err:
+        agent.tool.system_prompter_1(system_prompt="tool prompt")
+
+    assert str(err.value) == "Multiple tools matching 'system_prompter_1' found: system-prompter_1, system-prompter-1"
+
+
+def test_agent_tool_with_no_normalized_match(agent, tool_registry, mock_randint):
+    agent.tool_handler = unittest.mock.Mock()
+
+    mock_randint.return_value = 1
+
+    with pytest.raises(AttributeError) as err:
+        agent.tool.system_prompter_1(system_prompt="tool prompt")
+
+    assert str(err.value) == "Tool 'system_prompter_1' not found"
+
+
 def test_agent_with_none_callback_handler_prints_nothing():
     agent = Agent()