diff --git a/cmake/recursive_include.py b/cmake/recursive_include.py
new file mode 100755
index 000000000..afc52360a
--- /dev/null
+++ b/cmake/recursive_include.py
@@ -0,0 +1,146 @@
+#!/usr/bin/env python
+
+"""
+A script for finding and [copying|printing] C++
+headers that get recursively imported from one (or more)
+starting points.
+
+Supports absolute imports relative to some root folder
+(project root) and relative imports relative to the
+header that is doing the importing.
+
+Does not support conditional imports (resulting from
+#ifdef macros and such). All the #import statements
+found in a header (one #import per line) are traversed.
+
+Supports Python2 and Python3.
+"""
+
+__author__      = "Florijan Stamenkovic"
+__copyright__   = "Copyright 2017, Memgraph"
+
+import logging
+import sys
+import os
+import re
+import shutil
+from argparse import ArgumentParser
+
+# the prefix of an include directive
+PREFIX = "#include"
+
+log = logging.getLogger(__name__)
+
+
+def parse_args():
+    argp = ArgumentParser(description=__doc__)
+    argp.add_argument("--logging", default="INFO", choices=["INFO", "DEBUG"],
+            help="Logging level")
+    argp.add_argument("--root", required=True,
+            help="Root path of the header tree (project root)")
+    argp.add_argument("--start", required=True, nargs="+",
+            help="One or more headers from which to start scanning")
+    argp.add_argument("--stdout", action="store_true",
+            help="If found paths should be printed out to stdout")
+    argp.add_argument("--copy", default=None,
+            help="Prefix of the path where the headers should be copied")
+    return argp.parse_args()
+
+
+def main():
+    args = parse_args()
+    logging.basicConfig(level=args.logging)
+
+    log.info("Recursively detecting used C/C++ headers in root '%s' with starting point(s) '%s'",
+            args.root, args.start)
+
+    results = set()
+    for start in args.start:
+        find_recursive(start, args.root, results)
+
+    results = list(sorted(results))
+
+    log.debug("Found %d paths:", len(results))
+    for r in results:
+        log.debug("\t%s", r)
+
+    # print out the results if required
+    if args.stdout:
+        for result in results:
+            print(result)
+
+    # copy the results if required
+    if args.copy is not None:
+        for result in results:
+            from_path = os.path.join(args.root, result)
+            to_path = os.path.join(args.copy, result)
+            log.debug("Copying '%s' to '%s'", from_path, to_path)
+
+            #   create a directory if necessary, Py2 and Py3 compatible
+            to_dir = os.path.dirname(to_path)
+            if not os.path.exists(to_dir):
+                os.makedirs(to_dir)
+
+            shutil.copy(from_path, to_path)
+
+
+def find_recursive(path, project_root, results):
+    """
+    Recursivelly looks for headers and adds them to results.
+    The headers are added as paths relative to the given
+    `project_root`
+
+    Args:
+        path: str, path to a header. This header is added
+            to results and scanned for #include statements of
+            other headers. For each #include (relative to current
+            `path` or to `project_root`) for which a file is found
+            this same function is called.
+        project_root: str, path to a project root. Used for
+            finding headers included using an absolute path
+            (that is actually relative to project_root).
+        results: a collection into which the results are
+            added.
+    """
+    log.debug("Processing path: %s", path)
+
+    path_abs = os.path.abspath(path)
+    root_abs = os.path.abspath(project_root)
+
+    if not path_abs.startswith(root_abs):
+        log.warning("Project root '%s' not prefix of path '%s'",
+                    root_abs, path_abs)
+
+    path_rel = path_abs[len(root_abs) + 1:]
+    log.debug("Rel path is '%s'", path_rel)
+
+    if path_rel in results:
+        log.debug("Skipping already present path '%s'", path_rel)
+        return
+
+    log.debug("Adding path '%s'", path_rel)
+    results.add(path_rel)
+
+    # go through files and look for include directives
+    with open(path_abs) as f:
+        for line in filter(lambda l: l.startswith(PREFIX),
+                           map(lambda l: l.strip(), f)):
+
+            include = line[len(PREFIX):].strip()
+            include = re.sub("[\"\']", "", include)
+
+            log.debug("Processing include '%s'", include)
+
+            # check if the file exists relative to this file
+            # or absolutely to project root
+            include_abs = os.path.join(project_root, include)
+            if os.path.exists(include_abs):
+                find_recursive(include_abs, project_root, results)
+
+            include_rel = os.path.join(os.path.dirname(path_abs), include)
+            if os.path.exists(include_rel):
+                find_recursive(include_rel, project_root, results)
+
+
+if __name__ == '__main__':
+    main()