diff --git a/writing/.config/papis/scripts/papis-marvin b/writing/.config/papis/scripts/papis-marvin
deleted file mode 120000
index 2bc2fad..0000000
--- a/writing/.config/papis/scripts/papis-marvin
+++ /dev/null
@@ -1 +0,0 @@
-/home/marty/projects/python/papis/marvin/papis-marvin
\ No newline at end of file
diff --git a/writing/.config/papis/scripts/papis-marvin b/writing/.config/papis/scripts/papis-marvin
new file mode 100755
index 0000000..479a4da
--- /dev/null
+++ b/writing/.config/papis/scripts/papis-marvin
@@ -0,0 +1,163 @@
+#!/usr/bin/env python
+# papis-short-help: Import iOS Marvin exported csv annotations
+#
+# This script can be used to import your highlights and notes from
+# the iOS application 'Marvin Reader'. In the app, export your
+# annotations as 'csv' format and then point the script to the
+# resulting file.
+# https://git.martyoeh.me/Marty/papis-marvin
+import os
+import sys
+import re
+import logging
+from typing import Dict
+import papis.api
+import papis.pick
+import papis.format
+import papis.commands.edit
+import papis.commands.list
+import papis.commands.add
+import papis.notes
+import papis.config
+import papis.database
+import isbnlib
+import papis.isbn
+
+logger = logging.getLogger("marvin")
+logger.setLevel(logging.DEBUG)
+
+DEFAULT_CSV_PATH = "/home/marty/Nextcloud/Personal/Backups/Journal.csv"
+
+
+def main(fpath, db):
+    with open(fpath) as f:
+        import csv
+
+        csv = csv.DictReader(f)
+        notes = get_all_annotations(db, csv)
+
+    write_to_files(notes)
+
+
+def get_all_annotations(db, csv) -> Dict:
+    notes = {}
+    note_file = ""
+    for row in csv:
+        # switch to next book
+        if not is_same_book(row["Title"]):
+            doc = get_document(db, row["Author"], row["Title"])
+            if not doc:
+                continue
+            note_file = get_notefile(db, doc)
+
+        text = format_entry(row)
+
+        if note_file and text:
+            if note_file not in notes.keys():
+                notes[note_file] = []
+            notes[note_file].append(text)
+    return notes
+
+
+def get_document(db, author, title):
+    res = query_document(db, author, title)
+    if not res:
+        add_to_database(author, title)
+        res = query_document(db, author, title)
+    if not res:
+        logger.warning(f"Nothing found for {author}: {title}.\nPlease create manually.")
+        return
+    return res
+
+
+# TODO warn user/ let him pick with picker if multiple docs found
+def query_document(db, author, title):
+    title = strip_string(title)
+    for query in [f"author:({author}) title:({title})"]:
+        print(f"query: {query}")
+        res = db.query(query)
+        if len(res) >= 1:
+            return res[0]
+
+
+def add_to_database(author, title, confirm=True, edit=False):
+    logger.info(f"Searching - '{title} {author}'")
+    data = None
+    try:
+        data = papis.isbn.get_data(f"{title}")
+    except isbnlib.ISBNLibException as e:
+        logger.error(e)
+    else:
+        logger.warning(f"Found: {data}")
+    if data:
+        papis_data = papis.isbn.data_to_papis(data[0])
+        papis.commands.add.run([], data=papis_data, confirm=confirm, edit=edit)
+
+
+def get_notefile(db, document) -> str | None:
+    if not document.has("notes"):
+        notes_name = papis.config.getstring("notes-name")
+        document["notes"] = papis.format.format(notes_name, document)
+        document.save()
+        db.update(document)
+
+    notes_path = os.path.join(str(document.get_main_folder()), document["notes"])
+
+    if not os.path.exists(notes_path):
+        # TODO reimplement logger: logger.debug("Creating '%s'", notes_path)
+        papis.notes.notes_path_ensured(document)
+    return notes_path
+
+
+# TODO implement custom formatting (akin to pubs-extract)
+def format_entry(row) -> str:
+    text = f"> {row['HighlightText']}"
+    if row["EntryText"]:
+        if text:
+            text += "\n"
+        else:
+            text = "> "
+        text += f"{row['EntryText']}"
+    return text
+
+
+_old_title = ""
+
+
+def is_same_book(title):
+    global _old_title
+
+    same = _old_title == title
+    _old_title = title
+    if same:
+        return True
+    return False
+
+
+def write_to_files(notes: Dict):
+    # write to notes
+    for f, entries in notes.items():
+        if f:
+            with open(f, "a") as note:
+                logger.info(f"Editing {f}...")
+                num_added = 0
+                for entry in entries:
+                    with open(f) as noteread:
+                        if entry not in noteread.read():
+                            note.write(f"{entry}\n\n")
+                            num_added += 1
+                logger.info(f"Added {num_added} entries to it.")
+
+
+strip_pattern = re.compile(r"([^\s\w]|_)+\w*")
+
+
+def strip_string(title) -> str:
+    return strip_pattern.sub("", title)
+
+
+if __name__ == "__main__":
+    # use argument passed to command as file or default file here
+    fpath = sys.argv[1] if len(sys.argv) > 1 else DEFAULT_CSV_PATH
+
+    main(fpath, papis.database.get())