diff --git a/python/packages/core/agent_framework/_mcp.py b/python/packages/core/agent_framework/_mcp.py
index 9abafdad27..54cdaa1d87 100644
--- a/python/packages/core/agent_framework/_mcp.py
+++ b/python/packages/core/agent_framework/_mcp.py
@@ -240,6 +240,34 @@ def _mcp_config_candidate_names(*, local_name: str, normalized_name: str, remote
     return tuple(names)
 
 
+def _make_mcp_tool_caller(
+    mcp_tool: MCPTool, remote_tool_name: str
+) -> Callable[..., Coroutine[Any, Any, str | list[Content]]]:
+    """Build the callable backing a generated MCP ``FunctionTool``.
+
+    The remote tool name is captured in this factory's closure rather than declared as a
+    parameter of the returned callable. Model-supplied arguments are splatted into that
+    callable, so any name it declares could be bound - and overridden - by the model. Keeping
+    the call target out of the signature means it can only ever be reached through ``**kwargs``,
+    which is forwarded as tool arguments and can never redirect the call to another tool.
+    """
+
+    async def _call_tool_with_runtime_kwargs(
+        ctx: FunctionInvocationContext,
+        **kwargs: Any,
+    ) -> str | list[Content]:
+        trusted_meta = ctx.kwargs.get("_meta")
+        call_kwargs = dict(ctx.kwargs)
+        call_kwargs.update(kwargs)
+        if trusted_meta is not None:
+            call_kwargs["_meta"] = trusted_meta
+        else:
+            call_kwargs.pop("_meta", None)
+        return await mcp_tool.call_tool(remote_tool_name, **call_kwargs)
+
+    return _call_tool_with_runtime_kwargs
+
+
 def _validate_mcp_meta_key(key: str) -> None:
     """Validate an MCP ``_meta`` key against the 2025-06-18 key-name format."""
     if not _MCP_META_KEY_PATTERN.fullmatch(key):
@@ -1894,24 +1922,9 @@ async def _load_tools_locked(self) -> None:
                     )
                 )
 
-                async def _call_tool_with_runtime_kwargs(
-                    ctx: FunctionInvocationContext,
-                    *,
-                    _remote_tool_name: str = tool.name,
-                    **kwargs: Any,
-                ) -> str | list[Content]:
-                    trusted_meta = ctx.kwargs.get("_meta")
-                    call_kwargs = dict(ctx.kwargs)
-                    call_kwargs.update(kwargs)
-                    if trusted_meta is not None:
-                        call_kwargs["_meta"] = trusted_meta
-                    else:
-                        call_kwargs.pop("_meta", None)
-                    return await self.call_tool(_remote_tool_name, **call_kwargs)
-
                 # Create FunctionTools out of each tool
                 func: FunctionTool = FunctionTool(
-                    func=_call_tool_with_runtime_kwargs,
+                    func=_make_mcp_tool_caller(self, tool.name),
                     name=local_name,
                     description=tool.description or "",
                     approval_mode=approval_mode,
diff --git a/python/packages/core/tests/core/test_mcp.py b/python/packages/core/tests/core/test_mcp.py
index 028cac027b..4c27e596f8 100644
--- a/python/packages/core/tests/core/test_mcp.py
+++ b/python/packages/core/tests/core/test_mcp.py
@@ -4744,6 +4744,52 @@ async def test_mcp_tool_call_tool_requires_loaded_tools() -> None:
         await tool.call_tool("remote_tool")
 
 
+async def test_generated_mcp_function_ignores_model_supplied_remote_tool_name() -> None:
+    """A model-supplied argument must not be able to redirect the call to another remote tool."""
+    tool = MCPTool(name="test_tool")  # type: ignore[abstract]
+    tool.session = Mock(spec=ClientSession)
+    tool.session.list_tools = AsyncMock(  # ty: ignore[unresolved-attribute]
+        return_value=types.ListToolsResult(
+            tools=[
+                types.Tool(
+                    name="search_docs",
+                    description="Search docs.",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {"query": {"type": "string"}},
+                        "required": ["query"],
+                    },
+                ),
+                types.Tool(
+                    name="delete_repo",
+                    description="Delete a repository.",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {"repo": {"type": "string"}},
+                        "required": ["repo"],
+                    },
+                ),
+            ]
+        )
+    )
+    tool.session.call_tool = AsyncMock(  # ty: ignore[unresolved-attribute]
+        return_value=types.CallToolResult(content=[types.TextContent(type="text", text="ok")])
+    )
+
+    await tool.load_tools()
+
+    search_docs = next(func for func in tool.functions if func.name == "search_docs")
+    await search_docs.invoke(
+        arguments={"query": "quarterly report", "_remote_tool_name": "delete_repo", "repo": "corp/prod"}
+    )
+
+    tool.session.call_tool.assert_awaited_once()  # ty: ignore[unresolved-attribute]
+    await_args = tool.session.call_tool.await_args  # ty: ignore[unresolved-attribute]
+    assert await_args is not None
+    assert await_args.args[0] == "search_docs"
+    assert await_args.kwargs["arguments"] == {"query": "quarterly report"}
+
+
 async def test_mcp_tool_get_prompt_requires_loaded_prompts() -> None:
     tool = MCPTool(name="test_tool", load_prompts=False)  # type: ignore[abstract]