Since the discovery of the Dead Sea Scrolls in 1947–1956, extensive excavations have taken place in Qumran. Nearly 900 scrolls were discovered. Most were written on parchment and some on papyrus. Cisterns, Jewish ritual baths, and cemeteries have been found, along with a dining or assembly room and debris from an upper story alleged by some to have been a scriptorium as well as pottery kilns and a tower.
Many scholars believe the location was home to a Hebrew sect, probably the Essenes. But, according to Lawrence Schiffman, the rules of the community, its heavy stress on priesthood and the Zadokite legacy, and other details indicate a Sadducean-oriented sect either distinct from or one of the various Essene groupings. Others propose non-sectarian interpretations, some of these starting with the notion that it was a Hasmonean fort that was later transformed into a villa for a wealthy family, or a production center, perhaps a pottery factory or something similar.
A large cemetery was discovered to the east of the site. While most of the graves contain the remains of males, some females were also discovered, though some burials may be from medieval times. Only a small portion of the graves were excavated, as excavating cemeteries is forbidden under Jewish law. Over a thousand bodies are buried at Qumran cemetery. One theory is that bodies were those of generations of sectarians, while another is that they were brought to Qumran because burial was easier there than in rockier surrounding areas.
The scrolls were found in a series of eleven caves around the settlement, some accessible only through the settlement. Some scholars have claimed that the caves were the permanent libraries of the sect, due to the presence of the remains of a shelving system. Other scholars believe that some caves also served as domestic shelters for those living in the area. Many of the texts found in the caves appear to represent widely accepted Jewish beliefs and practices, while other texts appear to speak of divergent, unique, or minority interpretations and practices. Some scholars believe that some of these texts describe the beliefs of the inhabitants of Qumran, who may have been Essenes, or the asylum for supporters of the traditional priestly family of the Zadokites against the Hasmonean priest/kings. A literary epistle published in the 1990s expresses reasons for creating a community, some of which resemble Sadducean arguments in the Talmud. Most of the scrolls seem to have been hidden in the caves during the turmoil of the First Jewish–Roman War (66–73 CE), although some of them may have been deposited earlier.