diff --git a/test/stress_test b/test/stress_test
new file mode 100755
index 000000000..889e4b591
--- /dev/null
+++ b/test/stress_test
@@ -0,0 +1,94 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+from __future__ import print_function
+from subprocess import call
+import argparse
+import glob
+import logging
+import os
+import sys
+
+
+def find_tests():
+    tests = []
+
+    for test in glob.glob("*.t") + glob.glob("*.t.exe"):
+        if os.access(test, os.X_OK):
+            # Executables only
+            tests.append(test)
+        else:
+            log.debug("Ignored test %s as it is not executable", test)
+
+    log.info("Tests found: %s", len(tests))
+
+    return tests
+
+
+def run_test(test):
+    log.warn("Running test %s %s times", test, cmd_args.repeat)
+
+    if not test.startswith(".{0}".format(os.path.sep)):
+        test = ".{0}{1}".format(os.path.sep, test)
+
+    for i in range(cmd_args.repeat):
+        exit = call([test], stdout=sys.stdout, stderr=sys.stderr)
+
+        if exit != 0:
+            log.error("Failed to run test %s on repetition %s", test, i)
+            break
+
+
+def parse_args():
+    parser = argparse.ArgumentParser(description="Run Taskwarrior tests repeatedly")
+    parser.add_argument('--logging', '-l', action="count",
+                        help="Logging level. -lll is the highest level")
+    parser.add_argument('--repeat', metavar="N", type=int, default=100,
+                        help="How many times to run each test (default: 100)")
+    parser.add_argument('--noprompt', action="store_true",
+                        help="Do not prompt when running all tests")
+    parser.add_argument('test', nargs="*",
+                        help="Test files to run repeatedly. Unspecified = all tests")
+    return parser.parse_args()
+
+
+def main():
+    if cmd_args.test:
+        for test in cmd_args.test:
+            run_test(test)
+    else:
+        if not cmd_args.noprompt:
+            r = raw_input("No test was specified, are you sure you want to run all tests? (y/N)\n")
+            if not (r and r[0] in ["y", "Y"]):
+                return
+
+        log.info("Stress testing all tests")
+        for test in find_tests():
+            run_test(test)
+
+
+if __name__ == "__main__":
+    cmd_args = parse_args()
+
+    if cmd_args.logging == 1:
+        level = logging.WARN
+    elif cmd_args.logging == 2:
+        level = logging.INFO
+    elif cmd_args.logging >= 3:
+        level = logging.DEBUG
+    else:
+        level = logging.ERROR
+
+    logging.basicConfig(
+        format="%(asctime)s - %(levelname)s - %(message)s",
+        level=level,
+    )
+    log = logging.getLogger(__name__)
+
+    log.debug("Parsed commandline arguments: %s", cmd_args)
+
+    try:
+        main()
+    except Exception as e:
+        log.exception(e)
+        sys.exit(1)