Multi-chip light emitting diodes and method for fabricating the same are provided. The multi-chip light emitting diode includes a lead frame including a carrier part. A plurality of chips is disposed on the carrier part, wherein the plurality of chips includes a first chip and a second chip. A first scattering layer is conformally covering the first chip to expose electrodes thereof, wherein the first scattering layer consists of a first scattering material. A second scattering layer is conformally covering the second chip to expose electrodes thereof, wherein the second scattering layer consists of a second scattering material.