diff --git a/Ladybird/SQLServer/main.cpp b/Ladybird/SQLServer/main.cpp
index d41cd6fedc..70789c2f84 100644
--- a/Ladybird/SQLServer/main.cpp
+++ b/Ladybird/SQLServer/main.cpp
@@ -11,33 +11,38 @@
 #include <LibCore/Directory.h>
 #include <LibCore/EventLoop.h>
 #include <LibCore/StandardPaths.h>
-#include <LibCore/Stream.h>
-#include <LibCore/SystemServerTakeover.h>
+#include <LibIPC/MultiServer.h>
 #include <LibMain/Main.h>
-#include <QSocketNotifier>
 #include <SQLServer/ConnectionFromClient.h>
 
 ErrorOr<int> serenity_main(Main::Arguments arguments)
 {
-    int sql_server_fd_passing_socket { -1 };
+    DeprecatedString pid_file;
 
     Core::ArgsParser args_parser;
-    args_parser.add_option(sql_server_fd_passing_socket, "File descriptor of the passing socket for the SQLServer connection", "sql-server-fd-passing-socket", 's', "sql_server_fd_passing_socket");
+    args_parser.add_option(pid_file, "Path to the PID file for the SQLServer singleton process", "pid-file", 'p', "pid_file");
     args_parser.parse(arguments);
 
-    VERIFY(sql_server_fd_passing_socket >= 0);
+    VERIFY(!pid_file.is_empty());
 
     auto database_path = DeprecatedString::formatted("{}/Ladybird", Core::StandardPaths::data_directory());
     TRY(Core::Directory::create(database_path, Core::Directory::CreateDirectories::Yes));
 
     Core::EventLoop loop;
 
-    auto socket = TRY(Core::take_over_socket_from_system_server("SQLServer"sv));
-    auto client = TRY(SQLServer::ConnectionFromClient::try_create(move(socket), 1));
-    client->set_fd_passing_socket(TRY(Core::Stream::LocalSocket::adopt_fd(sql_server_fd_passing_socket)));
-    client->set_database_path(move(database_path));
-    client->on_disconnect = [&]() {
-        loop.quit(0);
+    auto server = TRY(IPC::MultiServer<SQLServer::ConnectionFromClient>::try_create());
+    u64 connection_count { 0 };
+
+    server->on_new_client = [&](auto& client) {
+        client.set_database_path(database_path);
+        ++connection_count;
+
+        client.on_disconnect = [&]() {
+            if (--connection_count == 0) {
+                MUST(Core::System::unlink(pid_file));
+                loop.quit(0);
+            }
+        };
     };
 
     return loop.exec();
diff --git a/Ladybird/main.cpp b/Ladybird/main.cpp
index f33f465518..b9d4a09744 100644
--- a/Ladybird/main.cpp
+++ b/Ladybird/main.cpp
@@ -47,55 +47,6 @@ static ErrorOr<void> handle_attached_debugger()
     return {};
 }
 
-ErrorOr<NonnullRefPtr<Browser::Database>> create_database()
-{
-    int socket_fds[2] {};
-    TRY(Core::System::socketpair(AF_LOCAL, SOCK_STREAM, 0, socket_fds));
-    auto [browser_fd, sql_server_fd] = socket_fds;
-
-    int fd_passing_socket_fds[2] {};
-    TRY(Core::System::socketpair(AF_LOCAL, SOCK_STREAM, 0, fd_passing_socket_fds));
-    auto [browser_fd_passing_fd, sql_server_fd_passing_fd] = fd_passing_socket_fds;
-
-    auto sql_server_pid = TRY(Core::System::fork());
-
-    if (sql_server_pid == 0) {
-        TRY(Core::System::close(browser_fd_passing_fd));
-        TRY(Core::System::close(browser_fd));
-
-        DeprecatedString takeover_string;
-        if (auto* socket_takeover = getenv("SOCKET_TAKEOVER"))
-            takeover_string = DeprecatedString::formatted("{} SQLServer:{}", socket_takeover, sql_server_fd);
-        else
-            takeover_string = DeprecatedString::formatted("SQLServer:{}", sql_server_fd);
-        TRY(Core::System::setenv("SOCKET_TAKEOVER"sv, takeover_string, true));
-
-        auto sql_server_fd_passing_fd_string = DeprecatedString::number(sql_server_fd_passing_fd);
-
-        char const* argv[] = {
-            "SQLServer",
-            "--sql-server-fd-passing-socket",
-            sql_server_fd_passing_fd_string.characters(),
-            nullptr,
-        };
-
-        if (execvp("./SQLServer/SQLServer", const_cast<char**>(argv)) < 0)
-            perror("execvp");
-        VERIFY_NOT_REACHED();
-    }
-
-    TRY(Core::System::close(sql_server_fd_passing_fd));
-    TRY(Core::System::close(sql_server_fd));
-
-    auto socket = TRY(Core::Stream::LocalSocket::adopt_fd(browser_fd));
-    TRY(socket->set_blocking(true));
-
-    auto sql_client = TRY(adopt_nonnull_ref_or_enomem(new (nothrow) SQL::SQLClient(std::move(socket))));
-    sql_client->set_fd_passing_socket(TRY(Core::Stream::LocalSocket::adopt_fd(browser_fd_passing_fd)));
-
-    return Browser::Database::create(move(sql_client));
-}
-
 ErrorOr<int> serenity_main(Main::Arguments arguments)
 {
     // NOTE: This is only used for the Core::Socket inside the IPC connections.
@@ -104,6 +55,9 @@ ErrorOr<int> serenity_main(Main::Arguments arguments)
 
     TRY(handle_attached_debugger());
 
+    auto sql_client = TRY(SQL::SQLClient::launch_server_and_create_client("./SQLServer/SQLServer"sv));
+    auto database = TRY(Browser::Database::create(move(sql_client)));
+
     QApplication app(arguments.argc, arguments.argv);
 
     platform_init();
@@ -121,7 +75,6 @@ ErrorOr<int> serenity_main(Main::Arguments arguments)
     args_parser.add_option(webdriver_fd_passing_socket, "File descriptor of the passing socket for the WebDriver connection", "webdriver-fd-passing-socket", 'd', "webdriver_fd_passing_socket");
     args_parser.parse(arguments);
 
-    auto database = TRY(create_database());
     auto cookie_jar = TRY(Browser::CookieJar::create(*database));
 
     BrowserWindow window(cookie_jar, webdriver_fd_passing_socket);