diff --git a/llm/models.py b/llm/models.py
index 80fb6b1a2..cee28050c 100644
--- a/llm/models.py
+++ b/llm/models.py
@@ -1861,6 +1861,15 @@ def execute_tool_calls(
 
         for tool_call in tool_calls_list:
             tool: Optional[Tool] = tools_by_name.get(tool_call.name)
+            if tool is None:
+                # Fallback: some models (e.g. Qwen via Ollama) strip the toolbox
+                # class-name prefix when calling a tool.  Try matching by just the
+                # function-name suffix ("_<name>") so "execute_js" resolves to
+                # "QuickJS_execute_js" when that is the only candidate.
+                suffix = "_" + tool_call.name
+                candidates = [t for n, t in tools_by_name.items() if n.endswith(suffix)]
+                if len(candidates) == 1:
+                    tool = candidates[0]
             # Tool could be None if the tool was not found in the prompt tools,
             # but we still call the before_call method:
             if before_call:
@@ -2212,6 +2221,11 @@ async def execute_tool_calls(
 
         for idx, tc in enumerate(tool_calls_list):
             tool: Optional[Tool] = tools_by_name.get(tc.name)
+            if tool is None:
+                suffix = "_" + tc.name
+                candidates = [t for n, t in tools_by_name.items() if n.endswith(suffix)]
+                if len(candidates) == 1:
+                    tool = candidates[0]
             exception: Optional[Exception] = None
 
             if tool is None or not tool.implementation:
diff --git a/tests/test_tools.py b/tests/test_tools.py
index 81d01dc4b..9117ebed2 100644
--- a/tests/test_tools.py
+++ b/tests/test_tools.py
@@ -392,6 +392,45 @@ def simple(name: str):
     assert 'Error: tool \\"bad_tool\\" does not exist' in output
 
 
+def test_toolbox_unqualified_name_fallback():
+    """Models that strip the toolbox class-name prefix still resolve the tool."""
+    model = llm.get_model("echo")
+
+    class QuickJS(llm.Toolbox):
+        def execute_javascript(self, code: str):
+            return f"result:{code}"
+
+    instance = QuickJS()
+    # Model calls "execute_javascript" but the registered name is "QuickJS_execute_javascript"
+    chain_response = model.chain(
+        json.dumps({"tool_calls": [{"name": "execute_javascript", "arguments": {"code": "1+1"}}]}),
+        tools=[instance],
+    )
+    output = chain_response.text()
+    assert "result:1+1" in output
+    assert "does not exist" not in output
+
+
+def test_toolbox_unqualified_name_ambiguous():
+    """When two toolboxes share a function name, the unqualified fallback is skipped."""
+    model = llm.get_model("echo")
+
+    class Box1(llm.Toolbox):
+        def run(self):
+            return "box1"
+
+    class Box2(llm.Toolbox):
+        def run(self):
+            return "box2"
+
+    chain_response = model.chain(
+        json.dumps({"tool_calls": [{"name": "run"}]}),
+        tools=[Box1(), Box2()],
+    )
+    output = chain_response.text()
+    assert 'Error: tool \\"run\\" does not exist' in output
+
+
 def test_tool_returning_attachment():
     model = llm.get_model("echo")