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The most recent source version of STOMP can now plan to cartesian goals so feel free to try that out, report any issues in github if you encounter any. I'm not familiar with the moveit commander tool but it looks like it builds a cartesian goal based on the inputs you provide to it. STOMP was only able to take joint goals and so you had to use IK to convert your cartesian goal request into a joint one.

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