Having owned a TM-261A in the past, in my humble opinion I suggest you just do as suggested and buy a regulated power supply. I like Astron, but I understand you don't want to spend that amount of money. Regardless, a totally cheap unregulated power supply or "powerful" wall wart is asking for trouble sooner than later.
Just a thought to justify a decent regulated supply.
My Astron 20a powered a half-dozen devices including multiple tabletop receivers and numerous radio-related accessories. The one supply replaced numerous small receiver supplies, wall warts and power straps. Everything ran cool, including the JRC receivers that ran warm using their internal a.c. supplies. Twenty-five years later the Astron is still powering away despite a lightning strike at the house and several power surges caused by a few of the local power company's blowing up.
Hope that helps a bit.