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  I am trying to get the Odoo Android app to connect with my Odoo Community edition which is hosted on a remote server but I can't to make a connection. Seems like the Odoo app is mainly for the Odoo hosted clients.  

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Which Android App do you mean exactly?

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The Android Odoo App on the Android Play Store: https://play.google.com/store/apps/details?id=org.bhc.android

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Community Edition is a term for Odoo 9.0. As per description in your link this app does not support Odoo 9.0.

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I installed this app today and all seems to work fine, I connect to ODOO 9 community version, running on our own server.

I suppose the app must have been updated since the original question was asked.

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I am trying to do the same and I had looked at this ebook 

https://play.google.com/store/books/details?id=CXriCgAAQBAJ&rdid=book-CXriCgAAQBAJ&rdot=1&source=ge-web-app

and this framework that seems a bit complicated:

https://github.com/Odoo-mobile

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You could do it using XMLRPC calls to your Odoo instance, see how to do it for Java here:

https://www.odoo.com/documentation/8.0/api_integration.html

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Thanks Axel will give that a try.