diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index 94cd6854f78..df1513e6b65 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -830,6 +830,9 @@ int Server::main(const std::vector<std::string> & /*args*/)
         listen_try = true;
     }
 
+    /// Initialize test keeper raft
+    global_context->getTestKeeperStorageDispatcher();
+
     for (const auto & listen_host : listen_hosts)
     {
         /// TCP TestKeeper
diff --git a/src/Coordination/NuKeeperServer.cpp b/src/Coordination/NuKeeperServer.cpp
index 162e521f1c8..2aefc215451 100644
--- a/src/Coordination/NuKeeperServer.cpp
+++ b/src/Coordination/NuKeeperServer.cpp
@@ -1,13 +1,165 @@
 #include <Coordination/NuKeeperServer.h>
+#include <Coordination/LoggerWrapper.h>
+#include <Coordination/NuKeeperStateMachine.h>
+#include <Coordination/InMemoryStateManager.h>
+#include <Coordination/WriteBufferFromNuraftBuffer.h>
+#include <Coordination/ReadBufferFromNuraftBuffer.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <chrono>
+#include <Common/ZooKeeper/ZooKeeperIO.h>
+#include <string>
 
 namespace DB
 {
 
-void NuKeeperServer::addServer(int server_id_, const std::string & server_uri)
+
+NuKeeperServer::NuKeeperServer(int server_id_, const std::string & hostname_, int port_)
+    : server_id(server_id_)
+    , hostname(hostname_)
+    , port(port_)
+    , endpoint(hostname + ":" + std::to_string(port))
+    , state_machine(nuraft::cs_new<NuKeeperStateMachine>())
+    , state_manager(nuraft::cs_new<InMemoryStateManager>(server_id, endpoint))
 {
-    if (raft_instance->is_leader())
+}
+
+NuraftError NuKeeperServer::addServer(int server_id_, const std::string & server_uri_)
+{
+    nuraft::srv_config config(server_id_, server_uri_);
+    auto ret1 = raft_instance->add_srv(config);
+    return NuraftError{ret1->get_result_code(), ret1->get_result_str()};
+}
+
+
+NuraftError NuKeeperServer::startup()
+{
+    nuraft::raft_params params;
+    params.heart_beat_interval_ = 100;
+    params.election_timeout_lower_bound_ = 200;
+    params.election_timeout_upper_bound_ = 400;
+    params.reserved_log_items_ = 5;
+    params.snapshot_distance_ = 5;
+    params.client_req_timeout_ = 3000;
+    params.return_method_ = nuraft::raft_params::blocking;
+
+    raft_instance = launcher.init(
+        state_machine, state_manager, nuraft::cs_new<LoggerWrapper>("RaftInstance"), port,
+        nuraft::asio_service::options{}, params);
+
+    if (!raft_instance)
+        return NuraftError{nuraft::cmd_result_code::TIMEOUT, "Cannot create RAFT instance"};
+
+    static constexpr auto MAX_RETRY = 30;
+    for (size_t i = 0; i < MAX_RETRY; ++i)
     {
-        nuraft::srv_config first_config(server_id, server_uri);
+        if (raft_instance->is_initialized())
+            return NuraftError{nuraft::cmd_result_code::OK, ""};
+
+        std::this_thread::sleep_for(std::chrono::milliseconds(100));
     }
 
+    return NuraftError{nuraft::cmd_result_code::TIMEOUT, "Cannot start RAFT instance"};
+}
+
+NuraftError NuKeeperServer::shutdown()
+{
+    if (!launcher.shutdown(5))
+        return NuraftError{nuraft::cmd_result_code::TIMEOUT, "Temout waiting RAFT instance to shutdown"};
+    return NuraftError{nuraft::cmd_result_code::OK, ""};
+}
+
+namespace
+{
+
+nuraft::ptr<nuraft::buffer> getZooKeeperLogEntry(int64_t session_id, const Coordination::ZooKeeperRequestPtr & request)
+{
+    DB::WriteBufferFromNuraftBuffer buf;
+    DB::writeIntBinary(session_id, buf);
+    request->write(buf);
+    return buf.getBuffer();
+}
+
+}
+
+TestKeeperStorage::ResponsesForSessions NuKeeperServer::readZooKeeperResponses(nuraft::ptr<nuraft::buffer> & buffer)
+{
+    DB::TestKeeperStorage::ResponsesForSessions results;
+    DB::ReadBufferFromNuraftBuffer buf(buffer);
+
+    while (!buf.eof())
+    {
+        int64_t session_id;
+        DB::readIntBinary(session_id, buf);
+        int32_t length;
+        Coordination::XID xid;
+        int64_t zxid;
+        Coordination::Error err;
+
+        Coordination::read(length, buf);
+        Coordination::read(xid, buf);
+        Coordination::read(zxid, buf);
+        Coordination::read(err, buf);
+        Coordination::ZooKeeperResponsePtr response;
+
+        if (xid == Coordination::WATCH_XID)
+            response = std::make_shared<Coordination::ZooKeeperWatchResponse>();
+        else
+        {
+            response = ops_mapping[session_id][xid];
+            ops_mapping[session_id].erase(xid);
+            if (ops_mapping[session_id].empty())
+                ops_mapping.erase(session_id);
+        }
+
+        if (err == Coordination::Error::ZOK && (xid == Coordination::WATCH_XID || response->getOpNum() != Coordination::OpNum::Close))
+            response->readImpl(buf);
+
+        response->xid = xid;
+        response->zxid = zxid;
+        response->error = err;
+
+        results.push_back(DB::TestKeeperStorage::ResponseForSession{session_id, response});
+    }
+    return results;
+}
+
+TestKeeperStorage::ResponsesForSessions NuKeeperServer::putRequests(const TestKeeperStorage::RequestsForSessions & requests)
+{
+    std::vector<nuraft::ptr<nuraft::buffer>> entries;
+    for (auto & [session_id, request] : requests)
+    {
+        ops_mapping[session_id][request->xid] = request->makeResponse();
+        entries.push_back(getZooKeeperLogEntry(session_id, request));
+    }
+
+    auto result = raft_instance->append_entries(entries);
+    if (!result->get_accepted())
+        return {};
+
+    if (result->get_result_code() != nuraft::cmd_result_code::OK)
+        return {};
+
+    return readZooKeeperResponses(result->get());
+}
+
+
+int64_t NuKeeperServer::getSessionID()
+{
+    auto entry = nuraft::buffer::alloc(sizeof(size_t));
+    nuraft::buffer_serializer bs(entry);
+    bs.put_i64(0);
+
+    auto result = raft_instance->append_entries({entry});
+    if (!result->get_accepted())
+        return -1;
+
+    if (result->get_result_code() != nuraft::cmd_result_code::OK)
+        return -1;
+
+    auto resp = result->get();
+    nuraft::buffer_serializer bs_resp(resp);
+    return bs_resp.get_i64();
+}
+
 }
diff --git a/src/Coordination/NuKeeperServer.h b/src/Coordination/NuKeeperServer.h
index 0dc536b1593..c77a7a8be0a 100644
--- a/src/Coordination/NuKeeperServer.h
+++ b/src/Coordination/NuKeeperServer.h
@@ -5,10 +5,17 @@
 #include <Coordination/InMemoryStateManager.h>
 #include <Coordination/NuKeeperStateMachine.h>
 #include <Coordination/TestKeeperStorage.h>
+#include <unordered_map>
 
 namespace DB
 {
 
+struct NuraftError
+{
+    nuraft::cmd_result_code code;
+    std::string message;
+};
+
 class NuKeeperServer
 {
 private:
@@ -20,7 +27,7 @@ private:
 
     std::string endpoint;
 
-    nuraft::ptr<StateMachine> state_machine;
+    nuraft::ptr<NuKeeperStateMachine> state_machine;
 
     nuraft::ptr<nuraft::state_mgr> state_manager;
 
@@ -28,16 +35,26 @@ private:
 
     nuraft::ptr<nuraft::raft_server> raft_instance;
 
-public:
-    NuKeeperServer(int server_id, const std::string & hostname, int port);
+    using XIDToOp = std::unordered_map<Coordination::XID, Coordination::ZooKeeperResponsePtr>;
 
-    void startup();
+    using SessionIDOps = std::unordered_map<int64_t, XIDToOp>;
+
+    SessionIDOps ops_mapping;
+
+    TestKeeperStorage::ResponsesForSessions readZooKeeperResponses(nuraft::ptr<nuraft::buffer> & buffer);
+
+public:
+    NuKeeperServer(int server_id_, const std::string & hostname_, int port_);
+
+    NuraftError startup();
 
     TestKeeperStorage::ResponsesForSessions putRequests(const TestKeeperStorage::RequestsForSessions & requests);
 
-    void addServer(int server_id_, const std::string & server_uri);
+    int64_t getSessionID();
 
-    void shutdown();
+    NuraftError addServer(int server_id_, const std::string & server_uri);
+
+    NuraftError shutdown();
 };
 
 }
diff --git a/src/Coordination/NuKeeperStateMachine.cpp b/src/Coordination/NuKeeperStateMachine.cpp
index 136ead44596..79324c91cd3 100644
--- a/src/Coordination/NuKeeperStateMachine.cpp
+++ b/src/Coordination/NuKeeperStateMachine.cpp
@@ -51,15 +51,32 @@ NuKeeperStateMachine::NuKeeperStateMachine()
 nuraft::ptr<nuraft::buffer> NuKeeperStateMachine::commit(const size_t log_idx, nuraft::buffer & data)
 {
     LOG_DEBUG(log, "Commiting logidx {}", log_idx);
-    auto request_for_session = parseRequest(data);
-    TestKeeperStorage::ResponsesForSessions responses_for_sessions;
+    if (data.size() == sizeof(size_t))
     {
-        std::lock_guard lock(storage_lock);
-        responses_for_sessions = storage.processRequest(request_for_session.request, request_for_session.session_id);
+        LOG_DEBUG(log, "Session ID response {}", log_idx);
+        auto response = nuraft::buffer::alloc(sizeof(size_t));
+        nuraft::buffer_serializer bs(response);
+        {
+            std::lock_guard lock(storage_lock);
+            bs.put_i64(storage.getSessionID());
+        }
+        last_committed_idx = log_idx;
+        return response;
     }
+    else
+    {
+        auto request_for_session = parseRequest(data);
+        //LOG_DEBUG(log, "GOT REQUEST {}", Coordination::toString(request_for_session.request->getOpNum()));
+        TestKeeperStorage::ResponsesForSessions responses_for_sessions;
+        {
+            std::lock_guard lock(storage_lock);
+            responses_for_sessions = storage.processRequest(request_for_session.request, request_for_session.session_id);
+        }
+        //LOG_DEBUG(log, "TOTAL RESPONSES {} FIRST XID {}", responses_for_sessions.size(), responses_for_sessions[0].response->xid);
 
-    last_committed_idx = log_idx;
-    return writeResponses(responses_for_sessions);
+        last_committed_idx = log_idx;
+        return writeResponses(responses_for_sessions);
+    }
 }
 
 bool NuKeeperStateMachine::apply_snapshot(nuraft::snapshot & s)
diff --git a/src/Coordination/TestKeeperStorage.cpp b/src/Coordination/TestKeeperStorage.cpp
index ef3ae1dfd16..ef72f5d4eaa 100644
--- a/src/Coordination/TestKeeperStorage.cpp
+++ b/src/Coordination/TestKeeperStorage.cpp
@@ -519,6 +519,7 @@ TestKeeperStorage::ResponsesForSessions TestKeeperStorage::finalize(const Reques
 
     finalized = true;
 
+    /// TODO delete ephemerals
     ResponsesForSessions finalize_results;
     auto finish_watch = [] (const auto & watch_pair) -> ResponsesForSessions
     {
diff --git a/src/Coordination/TestKeeperStorageDispatcher.cpp b/src/Coordination/TestKeeperStorageDispatcher.cpp
index 63cb5920f9b..9cc40f6e5c3 100644
--- a/src/Coordination/TestKeeperStorageDispatcher.cpp
+++ b/src/Coordination/TestKeeperStorageDispatcher.cpp
@@ -18,16 +18,16 @@ void TestKeeperStorageDispatcher::processingThread()
     {
         while (!shutdown)
         {
-            RequestInfo info;
+            TestKeeperStorage::RequestForSession request;
 
             UInt64 max_wait = UInt64(operation_timeout.totalMilliseconds());
 
-            if (requests_queue.tryPop(info, max_wait))
+            if (requests_queue.tryPop(request, max_wait))
             {
                 if (shutdown)
                     break;
 
-                auto responses = storage.processRequest(info.request, info.session_id);
+                auto responses = server.putRequests({request});
                 for (const auto & response_for_session : responses)
                     setResponse(response_for_session.session_id, response_for_session.response);
             }
@@ -67,15 +67,17 @@ void TestKeeperStorageDispatcher::finalize()
             processing_thread.join();
     }
 
-    RequestInfo info;
-    TestKeeperStorage::RequestsForSessions expired_requests;
-    while (requests_queue.tryPop(info))
-        expired_requests.push_back(TestKeeperStorage::RequestForSession{info.session_id, info.request});
+    //TestKeeperStorage::RequestsForSessions expired_requests;
+    //TestKeeperStorage::RequestForSession request;
+    //while (requests_queue.tryPop(request))
+    //    expired_requests.push_back(TestKeeperStorage::RequestForSession{request});
 
-    auto expired_responses = storage.finalize(expired_requests);
+    //auto expired_responses = storage.finalize(expired_requests);
 
-    for (const auto & response_for_session : expired_responses)
-        setResponse(response_for_session.session_id, response_for_session.response);
+    //for (const auto & response_for_session : expired_responses)
+    //    setResponse(response_for_session.session_id, response_for_session.response);
+    /// TODO FIXME
+    server.shutdown();
 }
 
 void TestKeeperStorageDispatcher::putRequest(const Coordination::ZooKeeperRequestPtr & request, int64_t session_id)
@@ -87,8 +89,7 @@ void TestKeeperStorageDispatcher::putRequest(const Coordination::ZooKeeperReques
             throw Exception(DB::ErrorCodes::LOGICAL_ERROR, "Unknown session id {}", session_id);
     }
 
-    RequestInfo request_info;
-    request_info.time = clock::now();
+    TestKeeperStorage::RequestForSession request_info;
     request_info.request = request;
     request_info.session_id = session_id;
 
@@ -101,7 +102,9 @@ void TestKeeperStorageDispatcher::putRequest(const Coordination::ZooKeeperReques
 }
 
 TestKeeperStorageDispatcher::TestKeeperStorageDispatcher()
+    : server(1, "localhost", 44444)
 {
+    server.startup();
     processing_thread = ThreadFromGlobalPool([this] { processingThread(); });
 }
 
diff --git a/src/Coordination/TestKeeperStorageDispatcher.h b/src/Coordination/TestKeeperStorageDispatcher.h
index c1c739db87d..ef788a16369 100644
--- a/src/Coordination/TestKeeperStorageDispatcher.h
+++ b/src/Coordination/TestKeeperStorageDispatcher.h
@@ -2,8 +2,9 @@
 
 #include <Common/ThreadPool.h>
 #include <Common/ConcurrentBoundedQueue.h>
-#include <Coordination/TestKeeperStorage.h>
 #include <functional>
+#include <Coordination/NuKeeperServer.h>
+#include <Poco/Util/AbstractConfiguration.h>
 
 namespace DB
 {
@@ -17,16 +18,9 @@ private:
 
     using clock = std::chrono::steady_clock;
 
-    struct RequestInfo
-    {
-        Coordination::ZooKeeperRequestPtr request;
-        clock::time_point time;
-        int64_t session_id;
-    };
-
     std::mutex push_request_mutex;
 
-    using RequestsQueue = ConcurrentBoundedQueue<RequestInfo>;
+    using RequestsQueue = ConcurrentBoundedQueue<TestKeeperStorage::RequestForSession>;
     RequestsQueue requests_queue{1};
     std::atomic<bool> shutdown{false};
     using SessionToResponseCallback = std::unordered_map<int64_t, ZooKeeperResponseCallback>;
@@ -36,7 +30,7 @@ private:
 
     ThreadFromGlobalPool processing_thread;
 
-    TestKeeperStorage storage;
+    NuKeeperServer server;
     std::mutex session_id_mutex;
 
 private:
@@ -46,6 +40,7 @@ private:
 
 public:
     TestKeeperStorageDispatcher();
+
     ~TestKeeperStorageDispatcher();
 
     void putRequest(const Coordination::ZooKeeperRequestPtr & request, int64_t session_id);
@@ -53,7 +48,7 @@ public:
     int64_t getSessionID()
     {
         std::lock_guard lock(session_id_mutex);
-        return storage.getSessionID();
+        return server.getSessionID();
     }
 
     void registerSession(int64_t session_id, ZooKeeperResponseCallback callback);
diff --git a/utils/zookeeper-test/main.cpp b/utils/zookeeper-test/main.cpp
index 8f8aac00866..bfd7df26726 100644
--- a/utils/zookeeper-test/main.cpp
+++ b/utils/zookeeper-test/main.cpp
@@ -127,18 +127,22 @@ void testCreateListWatchEvent(zkutil::ZooKeeper & zk)
 
 void testMultiRequest(zkutil::ZooKeeper & zk)
 {
+    std::cerr << "Testing multi request\n";
     Coordination::Requests requests;
     requests.push_back(zkutil::makeCreateRequest("/data/multirequest", "aaa", zkutil::CreateMode::Persistent));
     requests.push_back(zkutil::makeSetRequest("/data/multirequest", "bbb", -1));
     zk.multi(requests);
+    std::cerr << "Multi executed\n";
 
     try
     {
         requests.clear();
+        std::cerr << "Testing bad multi\n";
         requests.push_back(zkutil::makeCreateRequest("/data/multirequest", "qweqwe", zkutil::CreateMode::Persistent));
         requests.push_back(zkutil::makeSetRequest("/data/multirequest", "bbb", -1));
         requests.push_back(zkutil::makeSetRequest("/data/multirequest", "ccc", -1));
         zk.multi(requests);
+        std::cerr << "Bad multi executed\n";
         std::terminate();
     }
     catch (...)
@@ -147,6 +151,7 @@ void testMultiRequest(zkutil::ZooKeeper & zk)
     }
 
     checkEq(zk, "/data/multirequest", "bbb");
+    std::cerr << "Multi request finished\n";
 }
 
 std::mutex elements_mutex;