U can start context server in database operations triggers:
after STARTUP, and before SHUTDOWN.

CREATE TRIGGER start_ctx AFTER STARTUP ON DATABASE
BEGIN
....
-- start context server
END;
/

CREATE TRIGGER start_ctx BEFORE SHUTDOWN ON DATABASE
BEGIN
....
-- stop context server
END;