En mus is 'a mouse'. The plural is special and paralel to English: mus - möss - 'mouse' - 'mice'. There is only one similar that I know of: lus - löss. Easy to guess the English equivalent.
I'm happy to tell you that this one got caught during the night.
And - yes - this too is a mus in Swedish: