diff --git a/test/distributed/test_store.py b/test/distributed/test_store.py
index ea45e54c6b72..6897aa91fd97 100644
--- a/test/distributed/test_store.py
+++ b/test/distributed/test_store.py
@@ -312,6 +312,30 @@ class TCPStoreTest(TestCase, StoreTestBase):
         self.assertEqual(store1.libuvBackend, self._use_libuv)
         self.assertEqual(store2.libuvBackend, self._use_libuv)
 
+    def test_repr(self) -> None:
+        # server
+        store1 = self._create_store()
+        self.assertRegex(
+            repr(store1),
+            r"TCPStore\("
+            r"client=TCPClient\(SocketImpl\(fd=\d+, addr=\[?localhost\]?:\d+, remote=\[?localhost\]?:\d+\)\), "
+            r"server=TCPServer\(port=\d+\)\)",
+        )
+
+        # client
+        store2 = dist.TCPStore(
+            store1.host,
+            store1.port,
+            world_size=2,
+            is_master=False,
+        )
+        self.assertRegex(
+            repr(store2),
+            r"TCPStore\("
+            r"client=TCPClient\(SocketImpl\(fd=\d+, addr=\[?localhost\]?:\d+, remote=\[?localhost\]?:\d+\)\), "
+            r"server=<nullptr>\)",
+        )
+
     @skip_if_win32()
     @retry_on_connect_failures
     def test_init_pg_and_rpc_with_same_socket(self):
diff --git a/torch/csrc/distributed/c10d/TCPStore.cpp b/torch/csrc/distributed/c10d/TCPStore.cpp
index 3e657f48279f..4bd3b28ec1e2 100644
--- a/torch/csrc/distributed/c10d/TCPStore.cpp
+++ b/torch/csrc/distributed/c10d/TCPStore.cpp
@@ -94,6 +94,10 @@ class TCPServer {
       std::unique_ptr<BackgroundThread>&& daemon)
       : port_{port}, daemon_{std::move(daemon)} {}
 
+  std::string repr() const {
+    return fmt::format("TCPServer(port={})", port_);
+  }
+
  private:
   std::uint16_t port_;
   std::unique_ptr<BackgroundThread> daemon_;
@@ -157,9 +161,9 @@ class TCPClient {
       const TCPStoreOptions& opts,
       std::shared_ptr<Backoff> backoff);
 
-  void sendRaw(uint8_t* data, size_t lenght) {
+  void sendRaw(uint8_t* data, size_t length) {
     try {
-      tcputil::sendBytes(socket_.handle(), data, lenght);
+      tcputil::sendBytes(socket_.handle(), data, length);
     } catch (const std::exception& e) {
       C10D_WARNING("sendBytes failed on {}: {}", socket_.repr(), e.what());
       throw;
@@ -195,6 +199,10 @@ class TCPClient {
 
   explicit TCPClient(Socket&& socket) : socket_{std::move(socket)} {}
 
+  std::string repr() const {
+    return fmt::format("TCPClient({})", socket_.repr());
+  }
+
  private:
   Socket socket_;
 };
@@ -709,4 +717,10 @@ TCPStore::collectClientCounters() const noexcept {
   return res;
 }
 
+std::string TCPStore::repr() const {
+  auto clientRepr = client_ ? client_->repr() : "<nullptr>";
+  auto serverRepr = server_ ? server_->repr() : "<nullptr>";
+  return fmt::format("TCPStore(client={}, server={})", clientRepr, serverRepr);
+}
+
 } // namespace c10d
diff --git a/torch/csrc/distributed/c10d/TCPStore.hpp b/torch/csrc/distributed/c10d/TCPStore.hpp
index 1bd6e7a0b5e6..015d134e983f 100644
--- a/torch/csrc/distributed/c10d/TCPStore.hpp
+++ b/torch/csrc/distributed/c10d/TCPStore.hpp
@@ -140,6 +140,8 @@ class TORCH_API TCPStore : public Store {
   // note(xilunwu): this function is only for internal testing
   void _splitSet(const std::string& key, const std::vector<uint8_t>& data);
 
+  std::string repr() const;
+
  private:
   int64_t incrementValueBy(const std::string& key, int64_t delta);
 
diff --git a/torch/csrc/distributed/c10d/init.cpp b/torch/csrc/distributed/c10d/init.cpp
index 0fc1c6f7d7e4..bcb1adf199cf 100644
--- a/torch/csrc/distributed/c10d/init.cpp
+++ b/torch/csrc/distributed/c10d/init.cpp
@@ -1552,7 +1552,12 @@ Example::
       .def_property_readonly(
           "libuvBackend",
           &::c10d::TCPStore::isLibUvBackend,
-          R"(Returns True if it's using the libuv backend.)");
+          R"(Returns True if it's using the libuv backend.)")
+      .def(
+          "__repr__",
+          &::c10d::TCPStore::repr,
+          R"(Returns a string representation of the TCPStore.)",
+          py::call_guard<py::gil_scoped_release>());
 
   intrusive_ptr_class_<::c10d::PrefixStore>(
       module,
diff --git a/torch/csrc/distributed/c10d/socket.cpp b/torch/csrc/distributed/c10d/socket.cpp
index d3b9d1324eee..f155f8252842 100644
--- a/torch/csrc/distributed/c10d/socket.cpp
+++ b/torch/csrc/distributed/c10d/socket.cpp
@@ -141,10 +141,9 @@ class SocketImpl {
   static constexpr Handle invalid_socket = -1;
 #endif
 
-  explicit SocketImpl(
-      Handle hnd,
-      std::optional<::addrinfo> remote = std::nullopt) noexcept
-      : hnd_{hnd}, remote_(remote) {}
+  explicit SocketImpl(Handle hnd) noexcept : hnd_{hnd} {}
+
+  explicit SocketImpl(Handle hnd, const ::addrinfo& remote);
 
   SocketImpl(const SocketImpl& other) = delete;
 
@@ -182,7 +181,7 @@ class SocketImpl {
     return hnd_;
   }
 
-  const std::optional<::addrinfo>& remote() const noexcept {
+  const std::optional<std::string>& remote() const noexcept {
     return remote_;
   }
 
@@ -192,7 +191,7 @@ class SocketImpl {
   bool setSocketFlag(int level, int optname, bool value) noexcept;
 
   Handle hnd_;
-  const std::optional<::addrinfo> remote_;
+  const std::optional<std::string> remote_;
 };
 } // namespace c10d::detail
 
@@ -278,7 +277,7 @@ struct formatter<c10d::detail::SocketImpl> {
     addr.ai_addrlen = addr_len;
 
     auto remote = socket.remote();
-    std::string remoteStr = remote ? fmt::format("{}", *remote) : "none";
+    std::string remoteStr = remote ? *remote : "none";
 
     return fmt::format_to(
         ctx.out(),
@@ -293,6 +292,9 @@ struct formatter<c10d::detail::SocketImpl> {
 
 namespace c10d::detail {
 
+SocketImpl::SocketImpl(Handle hnd, const ::addrinfo& remote)
+    : hnd_{hnd}, remote_{fmt::format("{}", remote)} {}
+
 SocketImpl::~SocketImpl() {
 #ifdef _WIN32
   ::closesocket(hnd_);