Good scientific practice in EEG and MEG research: Progress and perspectives

•Good scientific practice (GSP) describes recommended methods and procedures.•GSP minimizes errors and biases, and facilitates collaboration and reproducibility.•We outline current and developing MEEG GSP insights reflecting the state of the art.•This overview includes resources, tools, and thoughts to support GSP in MEEG research.•In all parts of the research cycle, we identify an increased tendency to collaborate.