Elaborate mcap files to perform operations on data

Hi guys, I have many mcap files with some complex structured messages, let's say for example the visualization_msgs/Marker message (it has nested fields and arrays). I would like to access data in python like np arrays or dataframes to perform operations and make plots. Is there any library that does this?