He proposed an independent Palestinian state and the recognition of Israeli sovereignty over West Bank settlements.
Standing alongside Israeli PM Benjamin Netanyahu at the White House, Mr Trump said his proposals "could be the last opportunity" for Palestinians.
Palestinian President Mahmoud Abbas dismissed the plans as a "conspiracy".
"I say to Trump and Netanyahu: Jerusalem is not for sale, all our rights are not for sale and are not for bargain. And your deal, the conspiracy, will not pass," he said in a televised address from Ramallah in the West Bank.
The blueprint, which aims to solve one of the world's longest-running conflicts, was drafted under the stewardship of President Trump's son-in-law Jared Kushner.
Thousands of Palestinians protested in the Gaza Strip earlier on Tuesday, while the Israeli military deployed reinforcements in the occupied West Bank.
The joint announcement came as both Mr Trump and Mr Netanyahu faced political challenges at home. Mr Trump is the subject of an impeachment trial in the US Senate while the Israeli PM on Tuesday dropped his bid for immunity on corruption charges. Both men deny any wrongdoing.
David Friedman, the US ambassador to Israel, said that the timing of the announcement was not tied to any political development, adding it had been "fully baked" for some time.
What are Trump's key proposals?
"Today, Israel takes a big step towards peace," Mr Trump told officials and reporters at the White House.
"My vision presents a win-win opportunity for both sides, a realistic two-state solution that resolves the risk of Palestinian statehood to Israel's security."
His proposals are:
- The US will recognise Israeli sovereignty over territory that Mr Trump's plan envisages being part of Israel. The plan includes a conceptual map that Mr Trump says illustrates the territorial compromises that Israel is willing to make
- The map will "more than double the Palestinian territory and provide a Palestinian capital in eastern Jerusalem", where Mr Trump says the US would open an embassy. The Palestine Liberation Organisation (PLO) said Mr Trump's plan would give Palestinians control over 15% of what it called "historic Palestine".
- Jerusalem "will remain Israel's undivided capital". Both Israel and the Palestinians hold competing claims to the holy city. The Palestinians insist that East Jerusalem, which Israel occupied in the 1967 Middle East war, be the capital of their future state.
- An opportunity for Palestinians to "achieve an independent state of their very own" - however, he gave few details.
- "No Palestinians or Israelis will be uprooted from their homes" - suggesting that existing Jewish settlements in the Israeli-occupied West Bank will remain.
- Israel will work with the king of Jordan to ensure that the status quo governing the key holy site in Jerusalem known to Jews as the Temple Mount and al-Haram al-Sharif to Muslims is preserved. Jordan runs the religious trust that administers the site.
- Territory allocated to Palestinians in Mr Trump's map "will remain open and undeveloped for a period of four years". During that time, Palestinians can study the deal, negotiate with Israel, and "achieve the criteria for statehood".
"Palestinians are in poverty and violence, exploited by those seeking to use them as pawns to advance terrorism and extremism. They deserve a far better life," Mr Trump said.