Below is the most reliable, open-source method using and tippecanoe (for vector MBTiles) or gdal2tiles (for raster MBTiles).
: Often used for large datasets to create vector tiles. convert kml to mbtiles
This is the recommended method if you want to style your data before converting it or if you prefer a Graphical User Interface (GUI). Below is the most reliable, open-source method using