diff --git a/lib/galaxy/dependencies/conditional-requirements.txt b/lib/galaxy/dependencies/conditional-requirements.txt
index 2c45fb5ba80..122ceca4836 100644
--- a/lib/galaxy/dependencies/conditional-requirements.txt
+++ b/lib/galaxy/dependencies/conditional-requirements.txt
@@ -14,7 +14,7 @@ ldap3==2.9.1
 python-pam
 galaxycloudrunner
 pkce
-total-perspective-vortex>=3.1.2,<4
+total-perspective-vortex>=3.2.1,<4
 openai
 fastmcp>=2.13.0
 # upper version constraint because of https://github.com/galaxyproject/galaxy/issues/20600