diff --git a/scripts/install/install-risingwave.sh b/scripts/install/install-risingwave.sh
new file mode 100755
index 000000000000..7547f574ebe4
--- /dev/null
+++ b/scripts/install/install-risingwave.sh
@@ -0,0 +1,54 @@
+#!/bin/sh -e
+
+OS=$(uname -s)
+ARCH=$(uname -m)
+VERSION=$(curl -s https://api.github.com/repos/risingwavelabs/risingwave/releases/latest | grep '.tag_name' | sed -E -n 's/.*(v[0-9]+.[0-9]+.[0-9])\",/\1/p')
+BASE_URL="https://github.com/risingwavelabs/risingwave/releases/download"
+
+# TODO(kwannoel): Add support for other OS and architectures.
+if [[ "${OS}" == "Linux" && "${ARCH}" == "x86_64" || "${ARCH}" == "amd64" ]]; then
+  BASE_ARCHIVE_NAME="risingwave-${VERSION}-x86_64-unknown-linux-all-in-one"
+  ARCHIVE_NAME="${BASE_ARCHIVE_NAME}.tar.gz"
+  URL="${BASE_URL}/${VERSION}/${ARCHIVE_NAME}"
+  USE_BREW=0
+elif [[ "${OS}" == "Darwin" ]] && [[ "${ARCH}" == "x86_64" || "${ARCH}" == "amd64" || "${ARCH}" == "aarch64" || "${ARCH}" == "arm64" ]]; then
+  USE_BREW=1
+else
+  echo
+  echo "Unsupported OS or Architecture: ${OS}-${ARCH}"
+  echo
+  echo "Supported OSes: Linux, macOS"
+  echo "Supported architectures: x86_64"
+  echo
+  echo "Please open an issue at <https://github.com/risingwavelabs/risingwave/issues/new/choose>,"
+  echo "if you would like to request support for your OS or architecture."
+  echo
+  exit 1
+fi
+
+############# Setup data directories
+echo "Setting up data directories."
+mkdir -p "${HOME}/.risingwave/data/state_store"
+mkdir -p "${HOME}/.risingwave/data/meta_store"
+
+############# BREW INSTALL
+if [[ "${USE_BREW}" -eq 1 ]]; then
+  echo "Installing RisingWave using Homebrew."
+  brew tap risingwavelabs/risingwave
+  brew install risingwave
+  echo "Successfully installed RisingWave using Homebrew."
+  echo
+  echo "You can run it as:"
+  echo "  risingwave standalone"
+  exit 0
+fi
+
+############# BINARY INSTALL
+echo
+echo "Downloading ${URL} into ${PWD}."
+echo
+curl -L "${URL}" | tar -zx || exit 1
+chmod +x risingwave
+echo
+echo "Successfully downloaded the RisingWave binary, you can run it as:"
+echo "  ./risingwave standalone"
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