diff --git a/tensorrt_llm/serve/tool_parser/qwen3_coder_parser.py b/tensorrt_llm/serve/tool_parser/qwen3_coder_parser.py
index 97447695ac86..d655994542a4 100644
--- a/tensorrt_llm/serve/tool_parser/qwen3_coder_parser.py
+++ b/tensorrt_llm/serve/tool_parser/qwen3_coder_parser.py
@@ -153,23 +153,18 @@ def parse_streaming_increment(self, new_text: str, tools: List[Tool]) -> Streami
                 if self.tool_call_end_token in self._buf:
                     end_pos = self._buf.find(self.tool_call_end_token)
 
-                    # Add closing brace to complete the JSON object
+                    # Streamed fragments never carry the outer closing brace, so the
+                    # arguments are completed here: "{}" when nothing was streamed.
                     current_streamed = self.streamed_args_for_tool[self.current_tool_id]
-                    if current_streamed:
-                        # Count opening and closing braces to check if JSON is complete
-                        open_braces = current_streamed.count("{")
-                        close_braces = current_streamed.count("}")
-                        if open_braces > close_braces:
-                            calls.append(
-                                ToolCallItem(
-                                    tool_index=self.current_tool_id,
-                                    name=None,
-                                    parameters="}",
-                                )
-                            )
-                            self.streamed_args_for_tool[self.current_tool_id] = (
-                                current_streamed + "}"
-                            )
+                    closing = "}" if current_streamed else "{}"
+                    calls.append(
+                        ToolCallItem(
+                            tool_index=self.current_tool_id,
+                            name=None,
+                            parameters=closing,
+                        )
+                    )
+                    self.streamed_args_for_tool[self.current_tool_id] = current_streamed + closing
 
                     # Complete the tool call
                     self._buf = self._buf[end_pos + len(self.tool_call_end_token) :]
diff --git a/tests/unittest/llmapi/apps/test_tool_parsers.py b/tests/unittest/llmapi/apps/test_tool_parsers.py
index ccc82e9adc7e..f42c4c2fb80e 100644
--- a/tests/unittest/llmapi/apps/test_tool_parsers.py
+++ b/tests/unittest/llmapi/apps/test_tool_parsers.py
@@ -1226,6 +1226,62 @@ def test_parse_streaming_increment_end_token_handling(
         assert parser._buf == ""
         assert parser._in_tool_call is False
 
+    @pytest.mark.parametrize("chunked", [False, True],
+                             ids=["one_delta", "chunked"])
+    def test_streaming_zero_arg_tool(self, parser, chunked):
+        """A call without parameter blocks streams "{}" as its arguments."""
+        tools = [
+            ChatCompletionToolsParam(
+                type="function",
+                function=FunctionDefinition(
+                    name="get_time",
+                    description="Get current time",
+                    parameters={
+                        "type": "object",
+                        "properties": {},
+                    },
+                ),
+            )
+        ]
+        deltas = [
+            "<tool_call>\n", "<function=get_time>\n", "</function>\n",
+            "</tool_call>"
+        ]
+        if not chunked:
+            deltas = ["".join(deltas)]
+
+        calls = [
+            call for delta in deltas
+            for call in parser.parse_streaming_increment(delta, tools).calls
+        ]
+
+        names = [c.name for c in calls if c.name]
+        assert names == ["get_time"]
+        params = "".join(c.parameters for c in calls)
+        assert params == "{}", f"Expected '{{}}', got {params!r}"
+        assert params == self.make_parser().detect_and_parse(
+            "".join(deltas), tools).calls[0].parameters
+
+    def test_streaming_closes_arguments_with_brace_in_value(
+            self, sample_tools, parser):
+        """The closing brace is appended regardless of the streamed text."""
+        deltas = [
+            "<tool_call>\n<function=get_weather>\n",
+            "<parameter=location>a}b</parameter>\n",
+            "</function>\n</tool_call>",
+        ]
+
+        calls = [
+            call
+            for delta in deltas for call in parser.parse_streaming_increment(
+                delta, sample_tools).calls
+        ]
+
+        params = "".join(c.parameters for c in calls)
+        assert json.loads(params) == {"location": "a}b"}
+        assert params == self.make_parser().detect_and_parse(
+            "".join(deltas), sample_tools).calls[0].parameters
+
     def test_parse_streaming_increment_multiple_tools_streaming(
             self, sample_tools, parser):
         """Test streaming parser handles multiple tool calls."""