A capsule for making beverages comprising at least one powdered food substance which can be extracted using water to make a beverage, comprising a cup-shaped outer body (2) with a lower wall (3) and a first side wall (4), a lid (6), a filtering body (9) comprising a first rigid or semi-rigid skeleton (10); the first rigid or semi-rigid skeleton (10) comprising openings (13); the capsule also comprising an additional filtering element (26) positioned in the chamber (7) between the filtering body (9) and the lower wall (3) for in use intercepting the beverage which comes out of the filtering body (9) and flows towards the lower wall (3), the additional filtering element (26) comprising at least one layer (27) of flexible filtering material and being coupled to the inner part of the outer body (2).