``As Jewish leaders, we do not want the site of our Holy Temple to be an obstacle to peace between our two people,'' they said in a statement distributed by the Jewish Peace Lobby, a dovish private group.
The site is considered sacred by both observant Jews and Muslims. A dramatic visit to the site of the ancient Jewish temple by Ariel Sharon, leader of the opposition Likud coalition in Israel, stirred resentment and violence among Palestinians.
The ongoing violence has left some 300 people dead, most of them Palestinians.
The rabbis said they were ``horrified by the shedding of blood in our Holy Land'' and that they mourn the loss of Palestinian and Israelis lives in prolonged conflict between the two sides.
``We are even more horrified by the emergence of mob violence on both sides of the ethnic divide,'' the rabbis said. ``We appeal to all those responsible not to inflame or use the passions and anger of young people.''
While the Israeli government has sharply criticized the Palestinian Authority and its leader, Yasser Arafat, for Palestinian attacks on Israeli soldiers and civilians, the statement sought to be evenhanded - taking neither side of the dispute.
The rabbis said Judaism does not demand exclusive Jewish sovereignty over the Temple Mount and cited a passage from Isaiah in the Bible that the Temple Mount is a ``house of prayer for all nations.''
The rabbis were drawn from the Reform, Reconstruction and Conservative movements. No Orthodox rabbis signed the statement, according to a lobby publicist.
For traditional Jews, the Temple Mount is their holiest site. Both the first and second biblical temples stood on the site in Jerusalem's walled Old City. Muslims regard location as the place from where the Prophet Mohammed ascended to heaven and say it is Islam's third holiest site.
Israeli Prime Minister Ehud Barak in July offered Arafat control of some areas of Jerusalem, but rebuffed any attempt to assert Palestinian sovereignty over parts of the city. He has since suggested the dispute over Jerusalem be deferred and that Israel and the Palestinians conclude an interim agreement that would give Arafat most of the West Bank and Gaza and a state.
However, Palestinian leaders with close ties to Arafat in recent days have insisted that they will only cease their uprising in the event of a final agreement that includes giving them full control over the Temple Mount - known to Muslims as al-Haram al-Sharif - and all of East Jerusalem.