diff --git a/scripts/mtr-graph b/scripts/mtr-graph
new file mode 100755
index 0000000..9529ce6
--- /dev/null
+++ b/scripts/mtr-graph
@@ -0,0 +1,209 @@
+#! /usr/bin/env python3
+import argparse
+import sys
+import logging
+import subprocess
+import shutil
+import re
+from pathlib import Path
+from PIL import Image
+
+MTR_REPORT_LINE_RE = re.compile(
+    r"^(?P<hop>\d+)\s+(?P<ip>[0-9\.:a-z]+)\s+\d+\s+\d+\s+(?P<scan_id>[\d]+)"
+)
+
+logger = logging.getLogger(__name__)
+
+
+def main() -> int:
+    # Handle program arguments
+    ap = argparse.ArgumentParser(
+        prog="mtr-graph", description="Trace the route to a host, and graph it!"
+    )
+    ap.add_argument("host", help="The host to trace to")
+    ap.add_argument(
+        "--icmp", help="Use ICMP packets instead of TCP", action="store_true"
+    )
+    ap.add_argument(
+        "--interval", help="The interval between scans", type=int, default=1
+    )
+    ap.add_argument(
+        "--grace-period", help="The grace period between scans", type=int, default=1
+    )
+    ap.add_argument(
+        "--scans", help="The number of scans to perform", type=int, default=5
+    )
+    ap.add_argument(
+        "-o",
+        "--output",
+        help="Output the graph to a file instead of showing it",
+        type=Path,
+    )
+    ap.add_argument(
+        "-v", "--verbose", help="Enable verbose logging", action="store_true"
+    )
+    args = ap.parse_args()
+
+    # Configure logging
+    logging.basicConfig(
+        level=logging.DEBUG if args.verbose else logging.INFO,
+        format="%(levelname)s:	%(message)s",
+    )
+
+    # If `mtr` is not installed, exit
+    if shutil.which("mtr") is None:
+        logger.error(
+            "`mtr` is not installed. Please install it before running this script."
+        )
+        return 1
+
+    # If `dot` is not installed, exit
+    if shutil.which("dot") is None:
+        logger.error(
+            "`dot` is not installed. Please install it before running this script."
+        )
+        return 1
+
+    # Warn about a hang
+    logger.info(
+        f"Scan starting. This may take up to {args.scans * (20 * (args.interval + args.grace_period))} seconds."
+    )
+
+    # Spawn `mtr` process
+    mtr_cmd = [
+        "mtr",
+        "--split",
+        "--no-dns",
+        "--report-cycles",
+        str(args.scans),
+        "--interval",
+        str(args.interval),
+        "--gracetime",
+        str(args.grace_period),
+    ]
+    if not args.icmp:
+        mtr_cmd.append("--tcp")
+    mtr_cmd.append(args.host)
+    logger.debug(" ".join(mtr_cmd))
+    mtr = subprocess.Popen(
+        mtr_cmd,
+        stdout=subprocess.PIPE,
+        stderr=subprocess.PIPE,
+    )
+
+    # Keep track of the scan history
+    scans = {}
+
+    # Read lines as they come from `mtr`
+    for line in mtr.stdout:
+        line = line.decode("utf-8").strip()
+
+        # If the line is a report line, handle it
+        match = MTR_REPORT_LINE_RE.match(line)
+        logger.debug(match)
+        if match:
+            # Parse the elements
+            hop = int(match.group("hop"))
+            ip = match.group("ip")
+            scan_id = int(match.group("scan_id"))
+
+            # Track the hop
+            if scan_id not in scans:
+                scans[scan_id] = {}
+            scans[scan_id][hop] = ip
+
+    # Wait for the `mtr` process to finish
+    logger.info("Scan complete. Waiting for MTR to clean up")
+    mtr.wait()
+
+    # Sort each scan by hop number
+    for scan_id, scan in scans.items():
+        scans[scan_id] = dict(sorted(scan.items(), key=lambda x: x[0]))
+
+    # Re-sort into a list of nodes and a list of connections
+    nodes = set()
+    connections = set()
+    for scan_id, scan in scans.items():
+        for hop, ip in scan.items():
+            nodes.add(ip)
+    for scan in scans.values():
+        ips = list(scan.values())
+        for i in range(len(ips) - 1):
+            if ips[i] != ips[i + 1]:
+                connections.add((ips[i], ips[i + 1]))
+    logger.debug(f"Discovered {len(nodes)} nodes and {len(connections)} connections")
+
+    # Build up metadata about the nodes
+    node_metadata = {}
+    for node in nodes:
+        # Get the hostname of this node
+        logger.debug(f"Looking up PTR {node}")
+        hostname = (
+            subprocess.run(
+                ["dig", "+short", "-x", node],
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            .stdout.decode("utf-8")
+            .strip()
+        )
+
+        # If the hostname is empty, use the IP address
+        if not hostname or "timed out" in hostname:
+            hostname = None
+
+        # Store the metadata
+        node_metadata[node] = {
+            "label": f"{hostname}\n({node})" if hostname else node,
+            "shape": "box",
+        }
+
+    # Start building a graphviz file
+    logger.info("Building graph")
+    graph = "digraph G {\n"
+
+    # Generate the contents
+    for node, metadata in node_metadata.items():
+        graph += (
+            f'\t"{node}" [label="{metadata["label"]}", shape="{metadata["shape"]}"];\n'
+        )
+    for connection in connections:
+        graph += f'\t"{connection[0]}" -> "{connection[1]}";\n'
+
+    # Finish the graph
+    graph += "}\n"
+
+    # De-duplicate lines in the graph
+    graph_lines = graph.splitlines()
+    graph_lines = list(dict.fromkeys(graph_lines))
+    graph = "\n".join(graph_lines)
+    for line in graph.splitlines():
+        logger.debug(line)
+
+    # Call dot to generate the graph
+    logger.info("Rendering")
+    dot = subprocess.Popen(
+        ["dot", "-Tpng"],
+        stdin=subprocess.PIPE,
+        stdout=subprocess.PIPE,
+    )
+
+    # Write the graph to dot
+    dot.stdin.write(graph.encode("utf-8"))
+    dot.stdin.close()
+
+    # Read the image from dot
+    image = Image.open(dot.stdout)
+    logger.info("Done")
+
+    # If an output file was specified, save the image to it
+    if args.output:
+        image.save(args.output)
+    else:
+        image.show()
+
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())