diff --git a/dragonfly-client-config/src/dfcache.rs b/dragonfly-client-config/src/dfcache.rs
new file mode 100644
index 00000000..17752b71
--- /dev/null
+++ b/dragonfly-client-config/src/dfcache.rs
@@ -0,0 +1,25 @@
+/*
+ *     Copyright 2024 The Dragonfly Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+use std::path::PathBuf;
+
+// NAME is the name of dfcache.
+pub const NAME: &str = "dfcache";
+
+// default_dfcache_log_dir is the default log directory for dfcache.
+pub fn default_dfcache_log_dir() -> PathBuf {
+    crate::default_log_dir().join(NAME)
+}
diff --git a/dragonfly-client-config/src/lib.rs b/dragonfly-client-config/src/lib.rs
index 5c976885..c7a5fae6 100644
--- a/dragonfly-client-config/src/lib.rs
+++ b/dragonfly-client-config/src/lib.rs
@@ -16,6 +16,7 @@
 
 use std::path::PathBuf;
 
+pub mod dfcache;
 pub mod dfdaemon;
 pub mod dfget;
 pub mod dfinit;
diff --git a/dragonfly-client/Cargo.toml b/dragonfly-client/Cargo.toml
index 1aaf73c9..648e7084 100644
--- a/dragonfly-client/Cargo.toml
+++ b/dragonfly-client/Cargo.toml
@@ -23,6 +23,10 @@ path = "src/bin/dfget/main.rs"
 name = "dfstore"
 path = "src/bin/dfstore/main.rs"
 
+[[bin]]
+name = "dfcache"
+path = "src/bin/dfcache/main.rs"
+
 [dependencies]
 dragonfly-client-core.workspace = true
 dragonfly-client-config.workspace = true
diff --git a/dragonfly-client/Dockerfile b/dragonfly-client/Dockerfile
index 0d117302..98f15f8e 100644
--- a/dragonfly-client/Dockerfile
+++ b/dragonfly-client/Dockerfile
@@ -32,7 +32,7 @@ COPY dragonfly-client-util/src ./dragonfly-client-util/src
 COPY dragonfly-client-init/Cargo.toml ./dragonfly-client-init/Cargo.toml
 COPY dragonfly-client-init/src ./dragonfly-client-init/src
 
-RUN cargo build --release --verbose --bin dfget --bin dfdaemon --bin dfstore
+RUN cargo build --release --verbose --bin dfget --bin dfdaemon --bin dfstore --bin dfcache
 
 FROM alpine:3.17 as health
 
@@ -61,6 +61,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends wget curl \
 COPY --from=builder /app/client/target/release/dfget /usr/local/bin/dfget
 COPY --from=builder /app/client/target/release/dfdaemon /usr/local/bin/dfdaemon
 COPY --from=builder /app/client/target/release/dfstore /usr/local/bin/dfstore
+COPY --from=builder /app/client/target/release/dfcache /usr/local/bin/dfcache
 COPY --from=health /bin/grpc_health_probe /bin/grpc_health_probe
 COPY --from=pprof /go/bin/pprof /bin/pprof
 
diff --git a/dragonfly-client/src/bin/dfcache/main.rs b/dragonfly-client/src/bin/dfcache/main.rs
new file mode 100644
index 00000000..74938b39
--- /dev/null
+++ b/dragonfly-client/src/bin/dfcache/main.rs
@@ -0,0 +1,144 @@
+/*
+ *     Copyright 2024 The Dragonfly Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+use clap::{Parser, Subcommand};
+use dragonfly_client::tracing::init_tracing;
+use dragonfly_client_config::{dfcache, dfdaemon};
+use std::path::PathBuf;
+use tracing::Level;
+
+#[derive(Debug, Parser)]
+#[command(
+    name = dfcache::NAME,
+    author,
+    version,
+    about = "dfcache is a cache command line based on P2P technology in Dragonfly.",
+    long_about = "A cache command line based on P2P technology in Dragonfly that can import file and export file in P2P network, \
+    and it can copy multiple replicas during import. P2P cache is effectively used for fast read and write cache."
+)]
+struct Args {
+    #[arg(
+        short = 'e',
+        long = "endpoint",
+        default_value_os_t = dfdaemon::default_download_unix_socket_path(),
+        help = "Endpoint of dfdaemon's GRPC server"
+    )]
+    endpoint: PathBuf,
+
+    #[arg(
+        short = 'l',
+        long,
+        default_value = "info",
+        help = "Specify the logging level [trace, debug, info, warn, error]"
+    )]
+    log_level: Level,
+
+    #[arg(
+        long,
+        default_value_os_t = dfcache::default_dfcache_log_dir(),
+        help = "Specify the log directory"
+    )]
+    log_dir: PathBuf,
+
+    #[arg(
+        long,
+        default_value_t = 6,
+        help = "Specify the max number of log files"
+    )]
+    log_max_files: usize,
+
+    #[arg(
+        long = "verbose",
+        default_value_t = false,
+        help = "Specify whether to print log"
+    )]
+    verbose: bool,
+
+    #[command(subcommand)]
+    command: Command,
+}
+
+#[derive(Debug, Clone, Subcommand)]
+#[command()]
+pub enum Command {
+    #[command(
+        name = "import",
+        author,
+        version,
+        about = "Import a file into Dragonfly P2P network",
+        long_about = "Import a local file into Dragonfly P2P network and copy multiple replicas during import. If import successfully, it will return a task ID."
+    )]
+    Import(ImportCommand),
+
+    #[command(
+        name = "export",
+        author,
+        version,
+        about = "Export a file from Dragonfly P2P network",
+        long_about = "Export a file from Dragonfly P2P network by task ID. If export successfully, it will return the local file path."
+    )]
+    Export(ExportCommand),
+
+    #[command(
+        name = "stat",
+        author,
+        version,
+        about = "Stat a file in Dragonfly P2P network",
+        long_about = "Stat a file in Dragonfly P2P network by task ID. If stat successfully, it will return the file information."
+    )]
+    Stat(StatCommand),
+
+    #[command(
+        name = "rm",
+        author,
+        version,
+        about = "Remove a file from Dragonfly P2P network",
+        long_about = "Remove the P2P cache in Dragonfly P2P network by task ID."
+    )]
+    Remove(RemoveCommand),
+}
+
+// ImportCommand is the subcommand of import.
+#[derive(Debug, Clone, Parser)]
+pub struct ImportCommand {}
+
+// ExportCommand is the subcommand of export.
+#[derive(Debug, Clone, Parser)]
+pub struct ExportCommand {}
+
+// StatCommand is the subcommand of stat.
+#[derive(Debug, Clone, Parser)]
+pub struct StatCommand {}
+
+// RemoveCommand is the subcommand of remove.
+#[derive(Debug, Clone, Parser)]
+pub struct RemoveCommand {}
+
+fn main() {
+    // Parse command line arguments.
+    let args = Args::parse();
+
+    // Initialize tracing.
+    let _guards = init_tracing(
+        dfcache::NAME,
+        &args.log_dir,
+        args.log_level,
+        args.log_max_files,
+        None,
+        false,
+        args.verbose,
+    );
+}