diff --git a/bin/oli/Cargo.lock b/bin/oli/Cargo.lock
index 94450461c9ca..0ef096e042ec 100644
--- a/bin/oli/Cargo.lock
+++ b/bin/oli/Cargo.lock
@@ -742,6 +742,19 @@ dependencies = [
  "crossbeam-utils",
 ]
 
+[[package]]
+name = "console"
+version = "0.15.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0e1f83fc076bd6dd27517eacdf25fef6c4dfe5f1d7448bafaaf3a26f13b5e4eb"
+dependencies = [
+ "encode_unicode",
+ "lazy_static",
+ "libc",
+ "unicode-width 0.1.14",
+ "windows-sys 0.52.0",
+]
+
 [[package]]
 name = "const-oid"
 version = "0.9.6"
@@ -970,6 +983,12 @@ version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0"
 
+[[package]]
+name = "encode_unicode"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a357d28ed41a50f9c765dbfe56cbc04a64e53e5fc58ba79fbc34c10ef3df831f"
+
 [[package]]
 name = "equivalent"
 version = "1.0.1"
@@ -1512,6 +1531,19 @@ dependencies = [
  "hashbrown 0.15.0",
 ]
 
+[[package]]
+name = "indicatif"
+version = "0.17.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cbf675b85ed934d3c67b5c5469701eec7db22689d0a2139d856e0925fa28b281"
+dependencies = [
+ "console",
+ "number_prefix",
+ "portable-atomic",
+ "unicode-width 0.2.0",
+ "web-time",
+]
+
 [[package]]
 name = "inout"
 version = "0.1.3"
@@ -1670,7 +1702,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4979f22fdb869068da03c9f7528f8297c6fd2606bc3a4affe42e6a823fdb8da4"
 dependencies = [
  "cfg-if",
- "windows-targets 0.48.5",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -1918,6 +1950,12 @@ dependencies = [
  "libm",
 ]
 
+[[package]]
+name = "number_prefix"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3"
+
 [[package]]
 name = "object"
 version = "0.36.5"
@@ -1936,6 +1974,7 @@ dependencies = [
  "clap",
  "dirs",
  "futures",
+ "indicatif",
  "opendal",
  "serde",
  "tempfile",
@@ -2225,6 +2264,12 @@ dependencies = [
  "windows-sys 0.59.0",
 ]
 
+[[package]]
+name = "portable-atomic"
+version = "1.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "280dc24453071f1b63954171985a0b0d30058d287960968b9b2aca264c8d4ee6"
+
 [[package]]
 name = "powerfmt"
 version = "0.2.0"
@@ -3548,6 +3593,18 @@ dependencies = [
  "tinyvec",
 ]
 
+[[package]]
+name = "unicode-width"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
+
+[[package]]
+name = "unicode-width"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fc81956842c57dac11422a97c3b8195a1ff727f06e85c84ed2e8aa277c9a0fd"
+
 [[package]]
 name = "untrusted"
 version = "0.9.0"
@@ -3723,6 +3780,16 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "web-time"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a6580f308b1fad9207618087a65c04e7a10bc77e02c8e84e9b00dd4b12fa0bb"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
 [[package]]
 name = "webpki"
 version = "0.22.4"
diff --git a/bin/oli/Cargo.toml b/bin/oli/Cargo.toml
index 97730b5d1416..19db567782e2 100644
--- a/bin/oli/Cargo.toml
+++ b/bin/oli/Cargo.toml
@@ -58,6 +58,7 @@ anyhow = "1"
 clap = { version = "4", features = ["cargo", "string", "derive", "deprecated"] }
 dirs = "5.0.1"
 futures = "0.3"
+indicatif = "0.17.9"
 opendal = { version = "0.50.0", path = "../../core", features = [
   # These are default features before v0.46. TODO: change to optional features
   "services-azblob",
diff --git a/bin/oli/src/commands/cp.rs b/bin/oli/src/commands/cp.rs
index e96f65097c3d..ecadddfa010f 100644
--- a/bin/oli/src/commands/cp.rs
+++ b/bin/oli/src/commands/cp.rs
@@ -15,6 +15,10 @@
 // specific language governing permissions and limitations
 // under the License.
 
+use futures::AsyncBufReadExt;
+use indicatif::ProgressBar;
+use indicatif::ProgressStyle;
+use opendal::Metadata;
 use std::path::Path;
 
 use anyhow::Result;
@@ -24,6 +28,20 @@ use futures::TryStreamExt;
 use crate::config::Config;
 use crate::params::config::ConfigParams;
 
+/// Template for the progress bar display.
+///
+/// The template includes:
+/// - `{spinner:.green}`: A green spinner to indicate ongoing progress.
+/// - `{elapsed_precise}`: The precise elapsed time.
+/// - `{bar:40.cyan/blue}`: A progress bar with a width of 40 characters,
+///   cyan for the completed portion and blue for the remaining portion.
+/// - `{bytes}/{total_bytes}`: The number of bytes copied so far and the total bytes to be copied.
+/// - `{eta}`: The estimated time of arrival (completion).
+const PROGRESS_BAR_TEMPLATE: &str =
+    "{spinner:.green} [{elapsed_precise}] [{bar:40.cyan/blue}] {bytes}/{total_bytes} ({eta})";
+
+const PROGRESS_CHARS: &str = "#>-";
+
 #[derive(Debug, clap::Parser)]
 #[command(name = "cp", about = "Copy object", disable_version_flag = true)]
 pub struct CopyCmd {
@@ -53,8 +71,9 @@ impl CopyCmd {
             let buf_reader = reader
                 .into_futures_async_read(0..src_meta.content_length())
                 .await?;
-            futures::io::copy_buf(buf_reader, &mut dst_w).await?;
-            // flush data
+
+            let copy_progress = CopyProgress::new(&src_meta, src_path.clone());
+            copy_progress.copy(buf_reader, &mut dst_w).await?;
             dst_w.close().await?;
             return Ok(());
         }
@@ -78,15 +97,59 @@ impl CopyCmd {
                 .into_futures_async_read(0..meta.content_length())
                 .await?;
 
+            let copy_progress = CopyProgress::new(&meta, de.path().to_string());
             let mut writer = dst_op
                 .writer(&dst_root.join(fp).to_string_lossy())
                 .await?
                 .into_futures_async_write();
 
-            println!("Copying {}", de.path());
-            futures::io::copy_buf(buf_reader, &mut writer).await?;
+            copy_progress.copy(buf_reader, &mut writer).await?;
             writer.close().await?;
         }
         Ok(())
     }
 }
+
+/// Helper struct to display progress of a copy operation.
+struct CopyProgress {
+    progress_bar: ProgressBar,
+    path: String,
+}
+
+impl CopyProgress {
+    fn new(meta: &Metadata, path: String) -> Self {
+        let pb = ProgressBar::new(meta.content_length());
+        pb.set_style(
+            ProgressStyle::default_bar()
+                .template(PROGRESS_BAR_TEMPLATE)
+                .expect("invalid template")
+                .progress_chars(PROGRESS_CHARS),
+        );
+        Self {
+            progress_bar: pb,
+            path,
+        }
+    }
+
+    async fn copy<R, W>(&self, mut reader: R, writer: &mut W) -> std::io::Result<u64>
+    where
+        R: futures::AsyncBufRead + Unpin,
+        W: futures::AsyncWrite + Unpin + ?Sized,
+    {
+        let mut written = 0;
+        loop {
+            let buf = reader.fill_buf().await?;
+            if buf.is_empty() {
+                break;
+            }
+            writer.write_all(buf).await?;
+            let len = buf.len();
+            reader.consume_unpin(len);
+            written += len as u64;
+            self.progress_bar.inc(len as u64);
+        }
+        self.progress_bar.finish_and_clear();
+        println!("Finish {}", self.path);
+        Ok(written)
+    }
+}