The invention relates to a wearable bio-electricity signal collection device which is extensively applied to bioelectricity recording, measuring and stimulating, especially applicable to non-gel bio-electricity measurement. The collection device is formed by the connection of electrode support components; electrode support component comprises connecting belts and fixed pieces, wherein electrode mounting holes are formed in the middle of the fixed pieces, troughs for fixing the connecting belts are formed in the sides of the fixed pieces, and at least a pair of troughs in two are symmetrically formed in the two sides of each electrode mounting holes; the fixed pieces are fixed on one ends or two ends or middle parts of the connecting belt through the troughs in the fixed pieces, the connecting belts are elastic flat belts, and the fixed pieces are rigid flat blocks. The collection device provided by the invention has the advantages of being reasonable in structure, high in degree of fitness between the electrode support component and the skin, stable in electrode impedance, high in measurement precision, comfortable to wear, detachable in electrode, convenient to adjust the position and amount of electrodes, and the electrode is in well contact with the skin.