diff --git a/tensorrt_llm/serve/tool_parser/base_tool_parser.py b/tensorrt_llm/serve/tool_parser/base_tool_parser.py
index 2d70d2fa572f..8cbea0be7893 100644
--- a/tensorrt_llm/serve/tool_parser/base_tool_parser.py
+++ b/tensorrt_llm/serve/tool_parser/base_tool_parser.py
@@ -85,7 +85,7 @@ def parse_base_json(self, action: Any,
                         -1,  # Caller should update this based on the actual tools array called
                         name=name,
                         parameters=json.dumps(
-                            act.get("parameters") or act.get("arguments", {}),
+                            act.get("parameters") or act.get("arguments") or {},
                             ensure_ascii=False,
                         ),
                     ))
@@ -239,7 +239,19 @@ def parse_streaming_increment(self, new_text: str,
                 cur_arguments = current_tool_call.get("arguments")
                 res = StreamingParseResult()
 
-                if cur_arguments:
+                # A finished call may carry no "arguments" key at all, or an
+                # explicit null. Both mean "no arguments" and are normalized to
+                # {} so the call still completes, matching what parse_base_json
+                # returns on the non-streaming path. While the JSON is still
+                # partial a missing key only means "not streamed yet", so it is
+                # left alone and the elif prev_arguments branch keeps handling it.
+                if is_current_complete and cur_arguments is None:
+                    cur_arguments = {}
+
+                # An empty argument object is falsy but still has to be streamed and
+                # completed, otherwise a zero-argument tool call never finishes and its
+                # text stays in the buffer forever.
+                if cur_arguments is not None:
                     # Calculate how much of the arguments we've already streamed
                     sent = len(
                         self.streamed_args_for_tool[self.current_tool_id])
diff --git a/tests/unittest/llmapi/apps/test_tool_parsers.py b/tests/unittest/llmapi/apps/test_tool_parsers.py
index 710f6dd7b2b8..0651bfc7f665 100644
--- a/tests/unittest/llmapi/apps/test_tool_parsers.py
+++ b/tests/unittest/llmapi/apps/test_tool_parsers.py
@@ -225,6 +225,16 @@ def test_parse_base_json_missing_parameters(self, sample_tools):
         assert len(results) == 1
         assert json.loads(results[0].parameters) == {}
 
+    def test_parse_base_json_null_arguments(self, sample_tools):
+        """Test parse_base_json handles an explicit null arguments value."""
+        parser = ConcreteToolParser()
+        action = {"name": "get_weather", "arguments": None}
+
+        results = parser.parse_base_json(action, sample_tools)
+
+        assert len(results) == 1
+        assert json.loads(results[0].parameters) == {}
+
     def test_ends_with_partial_token(self):
         """Test _ends_with_partial_token detection."""
         parser = ConcreteToolParser()
@@ -1035,6 +1045,58 @@ def test_streaming_wrapped_form_unregressed(self, sample_tools, parser):
         assert len(r_args.calls) == 1
         assert json.loads(r_args.calls[0].parameters) == {"location": "SF"}
 
+    @pytest.mark.parametrize(
+        "arguments_chunk",
+        [', "arguments": {}}', "}", ', "arguments": null}'],
+        ids=["empty_object", "key_absent", "explicit_null"],
+    )
+    def test_streaming_zero_arg_tool(self, parser, arguments_chunk):
+        """Test streaming a zero-argument tool call.
+
+        A model can express "no arguments" as an empty object, by omitting the
+        key, or as an explicit null. All three have to complete the call and
+        stream "{}".
+        """
+        tools = [
+            ChatCompletionToolsParam(
+                type="function",
+                function=FunctionDefinition(
+                    name="get_time",
+                    description="Get current time",
+                    parameters={
+                        "type": "object",
+                        "properties": {},
+                    },
+                ),
+            )
+        ]
+        chunks = [
+            "<tool_call>\n",
+            '{"name": "get_time"',
+            arguments_chunk,
+            "\n</tool_call>",
+        ]
+
+        results = [
+            parser.parse_streaming_increment(chunk, tools) for chunk in chunks
+        ]
+
+        names = [c.name for r in results for c in r.calls if c.name]
+        assert "get_time" in names
+
+        # A zero-argument call still has to stream its arguments, otherwise the
+        # client is left with arguments="", which is not valid JSON.
+        params = "".join(c.parameters for r in results for c in r.calls)
+        assert params == "{}", f"Expected '{{}}', got {params!r}"
+
+        # The one-shot path resolves all three shapes to the same "{}".
+        oneshot = parser.detect_and_parse("".join(chunks), tools)
+        assert oneshot.calls[0].parameters == "{}"
+
+        # The completed call must also be consumed from the buffer, otherwise the
+        # parser stays in the tool-call branch and swallows the rest of the output.
+        assert "<tool_call>" not in parser._buffer
+
 
 class TestQwen3CoderToolParser(BaseToolParserTestClass):
     """Test suite for Qwen3CoderToolParser class."""