Update app.py

app.py

@@ -124,5 +124,13 @@ demo = gr.Interface(
 )
 
 if __name__ == "__main__":
+    # Run FastMCP server *in the same process* (blocking)
+    import threading
+
+    def run_mcp():
+        mcp.run(transport="stdio")
+
+    t = threading.Thread(target=run_mcp, daemon=True)
+    t.start()
 
     demo.launch(mcp_server=True)