diff --git a/release-packaging/Classes/FluidMDS.sc b/release-packaging/Classes/FluidMDS.sc
new file mode 100644
index 0000000..9912b61
--- /dev/null
+++ b/release-packaging/Classes/FluidMDS.sc
@@ -0,0 +1,17 @@
+FluidMDS : FluidManipulationClient {
+	var id;
+
+  *new {|server|
+		var uid = UniqueID.next;
+		^super.new(server,uid).init(uid);
+	}
+
+	init {|uid|
+		id = uid;
+	}
+
+    fitTransform{|sourceDataset, k, dist, destDataset, action|
+		this.pr_sendMsg(\fitTransform,[sourceDataset.asString, k, dist,  destDataset.asString],action);
+    }
+
+}
diff --git a/src/FluidManipulation/FluidManipulation.cpp b/src/FluidManipulation/FluidManipulation.cpp
index 596afe6..8a5061f 100644
--- a/src/FluidManipulation/FluidManipulation.cpp
+++ b/src/FluidManipulation/FluidManipulation.cpp
@@ -9,6 +9,7 @@
 #include <clients/nrt/NormalizeClient.hpp>
 #include <clients/nrt/StandardizeClient.hpp>
 #include <clients/nrt/PCAClient.hpp>
+#include <clients/nrt/MDSClient.hpp>
 #include <clients/rt/AudioTransportClient.hpp>
 #include <FluidSCWrapper.hpp>
 
@@ -26,6 +27,7 @@ PluginLoad(FluidSTFTUGen)
   makeSCWrapper<NRTThreadedNormalizeClient>("FluidNormalize",ft);
   makeSCWrapper<NRTThreadedStandardizeClient>("FluidStandardize",ft);
   makeSCWrapper<NRTThreadedPCAClient>("FluidPCA",ft);
+  makeSCWrapper<NRTThreadedMDSClient>("FluidMDS",ft);
   makeSCWrapper<RTAudioTransportClient>("FluidAudioTransport",ft);
   makeSCWrapper<NRTThreadedAudioTransportClient>("FluidBufAudioTransport",ft);
 }