diff --git a/benchexec/tools/any.py b/benchexec/tools/any.py
new file mode 100644
index 000000000..bdab328df
--- /dev/null
+++ b/benchexec/tools/any.py
@@ -0,0 +1,75 @@
+"""
+BenchExec is a framework for reliable benchmarking.
+This file is part of BenchExec.
+
+Copyright (C) 2020 Daniel Dietsch (dietsch@informatik.uni-freiburg.de)
+All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+"""
+import os
+
+import benchexec.result as result
+import benchexec.tools.template
+import benchexec.util as util
+
+
+class MissingEnvironmentVariable(benchexec.BenchExecException):
+    """
+    Raised when an environment variable, e.g., BENCHEXEC_ANYTOOL_EXE, is not set.
+    """
+
+    pass
+
+
+class Tool(benchexec.tools.template.BaseTool2):
+    """
+    An implementation that can be used for any tool on-the-fly.
+    You just need to set the environment variable BENCHEXEC_ANYTOOL_EXE to a path to the actual tool and then all
+    options will be passed to the tool.
+
+    The result is RESULT_DONE if the return code is zero, otherwise it is a custom string.
+    """
+
+    REQUIRED_PATHS = []
+
+    def executable(self, tool_locator):
+        executable = os.environ["BENCHEXEC_ANYTOOL_EXE"]
+        if executable:
+            return executable
+        raise MissingEnvironmentVariable("BENCHEXEC_ANYTOOL_EXE")
+
+    def name(self):
+        return os.environ["BENCHEXEC_ANYTOOL_EXE"]
+
+    def cmdline(self, executable, options, task, resource_limits):
+        return [executable] + options + [*task.input_files]
+
+    def determine_result(self, run):
+        output = run.output
+        exit_code = run.exit_code
+        if not output:
+            if run.was_timeout and not exit_code.signal:
+                return "Timeout"
+            if run.was_timeout:
+                return "Timeout by {}".format(exit_code.signal)
+            if exit_code.signal:
+                return "Terminated by {}".format(exit_code.signal)
+            return result.RESULT_UNKNOWN
+        last_line = output[-1:][0]
+        if any(s in last_line for s in ["YES", "TRUE", "Termination successfully shown!"]):
+            return result.RESULT_TRUE_PROP
+        elif any(s in last_line for s in ["FALSE","NO"]):
+            return result.RESULT_FALSE_TERMINATION
+        else:
+            return last_line