A package structure and a manufacturing method are provided. The package structure includes a semiconductor substrate and a first conductive feature over the semiconductor substrate. The package structure also includes a substrate and a second conductive feature over the substrate. The second conductive feature is bonded with the first conductive feature through a bonding structure. The package structure further includes a protection material surrounding the bonding structure, and the protection material is in direct contact with a side surface of the first conductive feature.