There is an Agastyāśrama in Kolhapur in Maharashtra. In ancient days Kolhapur was known as Kolāhalapura (Kolahalapura). It is believed that sage Agastya visited Kolāhalapura once.

Encyclopedia of Anciend Indian Geography(P. 14)
The Geographical Dictionary of Ancient and Medieval India(P. 2)