Try Hugin - see http://www.hugin.com/

In Hugin, you do get access to the junction tree and can for example
traverse it.   The operations that can be done on the junction tree are
pretty restricted, though, however I believe some of these restrictions
are going to be lifted in the next version of Hugin.

HTH,

Ole J.

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