diff --git a/include/villas/node/config.h.in b/include/villas/node/config.h.in
index ba347672c..d3764d56b 100644
--- a/include/villas/node/config.h.in
+++ b/include/villas/node/config.h.in
@@ -54,6 +54,7 @@
 #cmakedefine WITH_API
 #cmakedefine WITH_HOOKS
 #cmakedefine WITH_CONFIG
+#cmakedefine WITH_GRAPHVIZ
 
 /* OS Headers */
 #cmakedefine HAS_EVENTFD
diff --git a/include/villas/super_node.hpp b/include/villas/super_node.hpp
index 6ad16b41f..f54c33faf 100644
--- a/include/villas/super_node.hpp
+++ b/include/villas/super_node.hpp
@@ -23,6 +23,14 @@
 
 #pragma once
 
+#include <villas/node/config.h>
+
+#ifdef WITH_GRAPHVIZ
+#include <graphviz/gvc.h>
+#endif
+
+#include <fstream>
+
 #include <villas/list.h>
 #include <villas/api.hpp>
 #include <villas/web.hpp>
@@ -108,6 +116,10 @@ public:
 	void stopNodeTypes();
 	void stopInterfaces();
 
+#ifdef WITH_GRAPHVIZ
+	graph_t * getGraph();
+#endif
+
 	/** Run periodic hooks of this super node. */
 	int periodic();
 
diff --git a/lib/super_node.cpp b/lib/super_node.cpp
index 997471c90..ad8337011 100644
--- a/lib/super_node.cpp
+++ b/lib/super_node.cpp
@@ -532,3 +532,20 @@ int SuperNode::periodic()
 
 	return 0;
 }
+
+#ifdef WITH_GRAPHVIZ
+graph_t * SuperNode::getGraph()
+{
+	/* Create a simple digraph */
+	Agraph_t *g;
+	Agnode_t *n, *m;
+	Agedge_t *e;
+
+	g = agopen("g", Agdirected, 0);
+	n = agnode(g, "n", 1);
+	m = agnode(g, "m", 1);
+	e = agedge(g, n, m, 0, 1);
+
+	return g;
+}
+#endif /* WITH_GRAPHVIZ */
diff --git a/packaging/docker/Dockerfile.dev b/packaging/docker/Dockerfile.dev
index 1a51bef6b..cba8c13b5 100644
--- a/packaging/docker/Dockerfile.dev
+++ b/packaging/docker/Dockerfile.dev
@@ -67,6 +67,7 @@ RUN pip install \
 # Dependencies
 RUN dnf -y install \
 	openssl-devel \
+	graphviz-devel \
 	protobuf-devel \
 	protobuf-c-devel \
 	libuuid-devel \
diff --git a/packaging/docker/Dockerfile.dev-centos b/packaging/docker/Dockerfile.dev-centos
index e69309d42..80e4765e3 100644
--- a/packaging/docker/Dockerfile.dev-centos
+++ b/packaging/docker/Dockerfile.dev-centos
@@ -53,6 +53,7 @@ RUN dnf -y install \
 # Dependencies
 RUN dnf -y install \
 	openssl-devel \
+	graphviz-devel \
 	protobuf-devel \
 	protobuf-c-devel \
 	libuuid-devel \
diff --git a/packaging/docker/Dockerfile.dev-debian-multiarch b/packaging/docker/Dockerfile.dev-debian-multiarch
index 8df87e819..0f89f593e 100644
--- a/packaging/docker/Dockerfile.dev-debian-multiarch
+++ b/packaging/docker/Dockerfile.dev-debian-multiarch
@@ -58,6 +58,7 @@ RUN apt-get update && \
 RUN apt-get update && \
 	apt-get install -y \
 		libssl-dev:${ARCH} \
+		libgraphviz-dev:${ARCH} \
 		libprotobuf-dev:${ARCH} \
 		libprotobuf-c-dev:${ARCH} \
 		uuid-dev:${ARCH} \
diff --git a/packaging/docker/Dockerfile.dev-ubuntu b/packaging/docker/Dockerfile.dev-ubuntu
index 870f58eaf..9e6a271bc 100644
--- a/packaging/docker/Dockerfile.dev-ubuntu
+++ b/packaging/docker/Dockerfile.dev-ubuntu
@@ -52,6 +52,7 @@ RUN apt-get update && \
 RUN apt-get update && \
 	apt-get install -y \
 		libssl-dev \
+		libgraphviz-dev \
 		libprotobuf-dev \
 		libprotobuf-c-dev \
 		uuid-dev \
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 65f7fb8bb..d629ccf47 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -51,6 +51,11 @@ target_link_libraries(villas-pipe PUBLIC villas Threads::Threads)
 add_executable(villas-signal villas-signal.cpp)
 target_link_libraries(villas-signal PUBLIC villas)
 
+if(WITH_GRAPHVIZ)
+    add_executable(villas-graph villas-graph.cpp)
+    target_link_libraries(villas-graph PUBLIC villas)
+endif()
+
 if(WITH_WEB)
     add_executable(villas-relay villas-relay.cpp)
     target_include_directories(villas-relay PRIVATE ${LIBWEBSOCKETS_INCLUDE_DIRS} ${OPENSSL_INCLUDE_DIR})
diff --git a/src/villas-graph.cpp b/src/villas-graph.cpp
new file mode 100644
index 000000000..d61451725
--- /dev/null
+++ b/src/villas-graph.cpp
@@ -0,0 +1,158 @@
+/** Create a graph representation of the VILLASnode configuration file
+ *
+ * @file
+ * @author Steffen Vogel <stvogel@eonerc.rwth-aachen.de>
+ * @copyright 2014-2019, Institute for Automation of Complex Power Systems, EONERC
+ * @license GNU General Public License (version 3)
+ *
+ * VILLASnode
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <http://www.gnu.org/licenses/>.
+ *
+ * @addtogroup tools Test and debug tools
+ * @{
+ *********************************************************************************/
+
+#include <iostream>
+
+#include <graphviz/types.h>
+#include <graphviz/gvcommon.h>
+
+#include <villas/tool.hpp>
+#include <villas/utils.hpp>
+#include <villas/super_node.hpp>
+
+using namespace villas;
+
+struct GVC_s {
+	GVCOMMON_t common;
+
+	char *config_path;
+	boolean config_found;
+
+	/* gvParseArgs */
+	char **input_filenames;
+};
+
+namespace villas {
+namespace node {
+namespace tools {
+
+class Graph : public Tool {
+
+public:
+	Graph(int argc, char *argv[]) :
+		Tool(argc, argv, "graph", { SIGUSR1, SIGINT }),
+		gvc(nullptr),
+		graph(nullptr)
+	{
+		int ret;
+
+		ret = memory_init(DEFAULT_NR_HUGEPAGES);
+		if (ret)
+			throw RuntimeError("Failed to initialize memory");
+
+		this->argv[0] = (char *) "neato"; /* Default layout engine */
+
+		gvc = gvContext();
+	}
+
+	~Graph()
+	{
+		gvFreeContext(gvc);
+	}
+
+protected:
+	GVC_t *gvc;
+	graph_t *graph;
+
+	std::string configFilename;
+
+	void usage()
+	{
+		std::cout << "Usage: villas-graph [OPTIONS]" << std::endl
+			  << "For OPTIONS see dot(1).";
+
+		printCopyright();
+	}
+
+	void parse()
+	{
+		gvParseArgs(gvc, argc, argv);
+
+		std::list<std::string> filenames;
+		int i;
+		for (i = 0; gvc->input_filenames[i]; i++)
+			filenames.emplace_back(gvc->input_filenames[i]);
+
+		if (i == 0)
+			throw RuntimeError("No configuration file given!");
+
+		configFilename = filenames.front();
+	}
+
+	virtual void handler(int signal, siginfo_t *siginfp, void *)
+	{
+#ifndef _WIN32
+		switch (signal) {
+			case SIGINT:
+				/* If interrupted we try to produce a partial rendering before exiting */
+				if (graph)
+					gvRenderJobs(gvc, graph);
+				break;
+
+
+			case SIGUSR1:
+				/* Note that we don't call gvFinalize() so that we don't start event-driven
+ 	 			 * devices like -Tgtk or -Txlib */
+				exit(gvFreeContext(gvc));
+				break;
+
+			default: { }
+		}
+#endif /* _WIN32 */
+	}
+
+	int main()
+	{
+		int ret;
+
+		villas::node::SuperNode sn;
+
+		sn.parse(configFilename);
+		sn.check();
+		sn.prepare();
+
+		graph = sn.getGraph();
+
+		ret = gvLayoutJobs(gvc, graph);  /* take layout engine from command line */
+		if (ret)
+			return ret;
+
+		return gvRenderJobs(gvc, graph);
+	}
+};
+
+} // namespace tools
+} // namespace node
+} // namespace villas
+
+int main(int argc, char *argv[])
+{
+	node::tools::Graph t(argc, argv);
+
+	return t.run();
+}
+
+/** @} */