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I have my server that is running on the Ubuntu Linux Server Edition. I once had my Windows Server and it is easy to create a web service using ASP.net on Windows. On the other hand, Linux supports ASP.net using Mono but isn't as full-featured as Windows. What is the best way to create an XML web service on a Linux server box?

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Given your ASP.NET background, why haven't you give the MonoDevelop IDE a go, it has matured a lot and will continue to do so.

Another option is using Eclipse (Java or PHP).

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