diff --git a/beetsplug/lastimport.py b/beetsplug/lastimport.py
index 12a98764ad..f59205b991 100644
--- a/beetsplug/lastimport.py
+++ b/beetsplug/lastimport.py
@@ -204,12 +204,20 @@ def process_tracks(lib, tracks, log):
 
     for num in range(0, total):
         song = None
-        trackid = tracks[num]["mbid"].strip()
-        artist = tracks[num]["artist"].get("name", "").strip()
-        title = tracks[num]["name"].strip()
+        trackid = tracks[num]["mbid"].strip() if tracks[num]["mbid"] else None
+        artist = (
+            tracks[num]["artist"].get("name", "").strip()
+            if tracks[num]["artist"].get("name", "")
+            else None
+        )
+        title = tracks[num]["name"].strip() if tracks[num]["name"] else None
         album = ""
         if "album" in tracks[num]:
-            album = tracks[num]["album"].get("name", "").strip()
+            album = (
+                tracks[num]["album"].get("name", "").strip()
+                if tracks[num]["album"]
+                else None
+            )
 
         log.debug("query: {0} - {1} ({2})", artist, title, album)
 
@@ -219,6 +227,19 @@ def process_tracks(lib, tracks, log):
                 dbcore.query.MatchQuery("mb_trackid", trackid)
             ).get()
 
+        # If not, try just album/title
+        if song is None:
+            log.debug(
+                "no album match, trying by album/title: {0} - {1}", album, title
+            )
+            query = dbcore.AndQuery(
+                [
+                    dbcore.query.SubstringQuery("album", album),
+                    dbcore.query.SubstringQuery("title", title),
+                ]
+            )
+            song = lib.items(query).get()
+
         # If not, try just artist/title
         if song is None:
             log.debug("no album match, trying by artist/title")
@@ -244,7 +265,7 @@ def process_tracks(lib, tracks, log):
 
         if song is not None:
             count = int(song.get("play_count", 0))
-            new_count = int(tracks[num]["playcount"])
+            new_count = int(tracks[num].get("playcount", 1))
             log.debug(
                 "match: {0} - {1} ({2}) " "updating: play_count {3} => {4}",
                 song.artist,
diff --git a/beetsplug/listenbrainz.py b/beetsplug/listenbrainz.py
new file mode 100644
index 0000000000..4855481f86
--- /dev/null
+++ b/beetsplug/listenbrainz.py
@@ -0,0 +1,266 @@
+"""Adds Listenbrainz support to Beets."""
+
+import datetime
+
+import musicbrainzngs
+import requests
+
+from beets import config, ui
+from beets.plugins import BeetsPlugin
+from beetsplug.lastimport import process_tracks
+
+
+class ListenBrainzPlugin(BeetsPlugin):
+    """A Beets plugin for interacting with ListenBrainz."""
+
+    data_source = "ListenBrainz"
+    ROOT = "http://api.listenbrainz.org/1/"
+
+    def __init__(self):
+        """Initialize the plugin."""
+        super().__init__()
+        self.token = self.config["token"].get()
+        self.username = self.config["username"].get()
+        self.AUTH_HEADER = {"Authorization": f"Token {self.token}"}
+        config["listenbrainz"]["token"].redact = True
+
+    def commands(self):
+        """Add beet UI commands to interact with ListenBrainz."""
+        lbupdate_cmd = ui.Subcommand(
+            "lbimport", help=f"Import {self.data_source} history"
+        )
+
+        def func(lib, opts, args):
+            self._lbupdate(lib, self._log)
+
+        lbupdate_cmd.func = func
+        return [lbupdate_cmd]
+
+    def _lbupdate(self, lib, log):
+        """Obtain view count from Listenbrainz."""
+        found_total = 0
+        unknown_total = 0
+        ls = self.get_listens()
+        tracks = self.get_tracks_from_listens(ls)
+        log.info(f"Found {len(ls)} listens")
+        if tracks:
+            found, unknown = process_tracks(lib, tracks, log)
+            found_total += found
+            unknown_total += unknown
+        log.info("... done!")
+        log.info("{0} unknown play-counts", unknown_total)
+        log.info("{0} play-counts imported", found_total)
+
+    def _make_request(self, url, params=None):
+        """Makes a request to the ListenBrainz API."""
+        try:
+            response = requests.get(
+                url=url,
+                headers=self.AUTH_HEADER,
+                timeout=10,
+                params=params,
+            )
+            response.raise_for_status()
+            return response.json()
+        except requests.exceptions.RequestException as e:
+            self._log.debug(f"Invalid Search Error: {e}")
+            return None
+
+    def get_listens(self, min_ts=None, max_ts=None, count=None):
+        """Gets the listen history of a given user.
+
+        Args:
+            username: User to get listen history of.
+            min_ts: History before this timestamp will not be returned.
+                    DO NOT USE WITH max_ts.
+            max_ts: History after this timestamp will not be returned.
+                    DO NOT USE WITH min_ts.
+            count: How many listens to return. If not specified,
+                uses a default from the server.
+
+        Returns:
+            A list of listen info dictionaries if there's an OK status.
+
+        Raises:
+            An HTTPError if there's a failure.
+            A ValueError if the JSON in the response is invalid.
+            An IndexError if the JSON is not structured as expected.
+        """
+        url = f"{self.ROOT}/user/{self.username}/listens"
+        params = {
+            k: v
+            for k, v in {
+                "min_ts": min_ts,
+                "max_ts": max_ts,
+                "count": count,
+            }.items()
+            if v is not None
+        }
+        response = self._make_request(url, params)
+
+        if response is not None:
+            return response["payload"]["listens"]
+        else:
+            return None
+
+    def get_tracks_from_listens(self, listens):
+        """Returns a list of tracks from a list of listens."""
+        tracks = []
+        for track in listens:
+            if track["track_metadata"].get("release_name") is None:
+                continue
+            mbid_mapping = track["track_metadata"].get("mbid_mapping", {})
+            # print(json.dumps(track, indent=4, sort_keys=True))
+            if mbid_mapping.get("recording_mbid") is None:
+                # search for the track using title and release
+                mbid = self.get_mb_recording_id(track)
+            tracks.append(
+                {
+                    "album": {
+                        "name": track["track_metadata"].get("release_name")
+                    },
+                    "name": track["track_metadata"].get("track_name"),
+                    "artist": {
+                        "name": track["track_metadata"].get("artist_name")
+                    },
+                    "mbid": mbid,
+                    "release_mbid": mbid_mapping.get("release_mbid"),
+                    "listened_at": track.get("listened_at"),
+                }
+            )
+        return tracks
+
+    def get_mb_recording_id(self, track):
+        """Returns the MusicBrainz recording ID for a track."""
+        resp = musicbrainzngs.search_recordings(
+            query=track["track_metadata"].get("track_name"),
+            release=track["track_metadata"].get("release_name"),
+            strict=True,
+        )
+        if resp.get("recording-count") == "1":
+            return resp.get("recording-list")[0].get("id")
+        else:
+            return None
+
+    def get_playlists_createdfor(self, username):
+        """Returns a list of playlists created by a user."""
+        url = f"{self.ROOT}/user/{username}/playlists/createdfor"
+        return self._make_request(url)
+
+    def get_listenbrainz_playlists(self):
+        """Returns a list of playlists created by ListenBrainz."""
+        import re
+
+        resp = self.get_playlists_createdfor(self.username)
+        playlists = resp.get("playlists")
+        listenbrainz_playlists = []
+
+        for playlist in playlists:
+            playlist_info = playlist.get("playlist")
+            if playlist_info.get("creator") == "listenbrainz":
+                title = playlist_info.get("title")
+                match = re.search(
+                    r"(Missed Recordings of \d{4}|Discoveries of \d{4})", title
+                )
+                if "Exploration" in title:
+                    playlist_type = "Exploration"
+                elif "Jams" in title:
+                    playlist_type = "Jams"
+                elif match:
+                    playlist_type = match.group(1)
+                else:
+                    playlist_type = None
+                if "week of " in title:
+                    date_str = title.split("week of ")[1].split(" ")[0]
+                    date = datetime.datetime.strptime(
+                        date_str, "%Y-%m-%d"
+                    ).date()
+                else:
+                    date = None
+                identifier = playlist_info.get("identifier")
+                id = identifier.split("/")[-1]
+                if playlist_type in ["Jams", "Exploration"]:
+                    listenbrainz_playlists.append(
+                        {
+                            "type": playlist_type,
+                            "date": date,
+                            "identifier": id,
+                            "title": title,
+                        }
+                    )
+        return listenbrainz_playlists
+
+    def get_playlist(self, identifier):
+        """Returns a playlist."""
+        url = f"{self.ROOT}/playlist/{identifier}"
+        return self._make_request(url)
+
+    def get_tracks_from_playlist(self, playlist):
+        """This function returns a list of tracks in the playlist."""
+        tracks = []
+        for track in playlist.get("playlist").get("track"):
+            tracks.append(
+                {
+                    "artist": track.get("creator"),
+                    "identifier": track.get("identifier").split("/")[-1],
+                    "title": track.get("title"),
+                }
+            )
+        return self.get_track_info(tracks)
+
+    def get_track_info(self, tracks):
+        """Returns a list of track info."""
+        track_info = []
+        for track in tracks:
+            identifier = track.get("identifier")
+            resp = musicbrainzngs.get_recording_by_id(
+                identifier, includes=["releases", "artist-credits"]
+            )
+            recording = resp.get("recording")
+            title = recording.get("title")
+            artist_credit = recording.get("artist-credit", [])
+            if artist_credit:
+                artist = artist_credit[0].get("artist", {}).get("name")
+            else:
+                artist = None
+            releases = recording.get("release-list", [])
+            if releases:
+                album = releases[0].get("title")
+                date = releases[0].get("date")
+                year = date.split("-")[0] if date else None
+            else:
+                album = None
+                year = None
+            track_info.append(
+                {
+                    "identifier": identifier,
+                    "title": title,
+                    "artist": artist,
+                    "album": album,
+                    "year": year,
+                }
+            )
+        return track_info
+
+    def get_weekly_playlist(self, index):
+        """Returns a list of weekly playlists based on the index."""
+        playlists = self.get_listenbrainz_playlists()
+        playlist = self.get_playlist(playlists[index].get("identifier"))
+        self._log.info(f"Getting {playlist.get('playlist').get('title')}")
+        return self.get_tracks_from_playlist(playlist)
+
+    def get_weekly_exploration(self):
+        """Returns a list of weekly exploration."""
+        return self.get_weekly_playlist(0)
+
+    def get_weekly_jams(self):
+        """Returns a list of weekly jams."""
+        return self.get_weekly_playlist(1)
+
+    def get_last_weekly_exploration(self):
+        """Returns a list of weekly exploration."""
+        return self.get_weekly_playlist(3)
+
+    def get_last_weekly_jams(self):
+        """Returns a list of weekly jams."""
+        return self.get_weekly_playlist(3)
diff --git a/docs/changelog.rst b/docs/changelog.rst
index b3b63f1c2d..de629dfc23 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -17,6 +17,8 @@ Major new features:
 
 New features:
 
+* :doc:`/plugins/listenbrainz`: Add initial support for importing history and playlists from `ListenBrainz`
+  :bug:`1719`
 * :doc:`plugins/mbsubmit`: add new prompt choices helping further to submit unmatched tracks to MusicBrainz faster.
 * :doc:`plugins/spotify`: We now fetch track's ISRC, EAN, and UPC identifiers from Spotify when using the ``spotifysync`` command.
   :bug:`4992`
@@ -156,6 +158,7 @@ New features:
 
 Bug fixes:
 
+* :doc:`/plugins/lastimport`: Improve error handling in the `process_tracks` function and enable it to be used with other plugins.
 * :doc:`/plugins/spotify`: Improve handling of ConnectionError.
 * :doc:`/plugins/deezer`: Improve Deezer plugin error handling and set requests timeout to 10 seconds.
   :bug:`4983`
diff --git a/docs/plugins/index.rst b/docs/plugins/index.rst
index 98d322442c..0da487b032 100644
--- a/docs/plugins/index.rst
+++ b/docs/plugins/index.rst
@@ -101,6 +101,7 @@ following to your configuration::
    lastgenre
    lastimport
    limit
+   listenbrainz
    loadext
    lyrics
    mbcollection
diff --git a/docs/plugins/listenbrainz.rst b/docs/plugins/listenbrainz.rst
new file mode 100644
index 0000000000..1be15ae670
--- /dev/null
+++ b/docs/plugins/listenbrainz.rst
@@ -0,0 +1,31 @@
+.. _listenbrainz:
+
+ListenBrainz Plugin
+===================
+
+The ListenBrainz plugin for beets allows you to interact with the ListenBrainz service.
+
+Installation
+------------
+
+To enable the ListenBrainz plugin, add the following to your beets configuration file (`config.yaml`):
+
+.. code-block:: yaml
+
+   plugins:
+       - listenbrainz
+
+You can then configure the plugin by providing your Listenbrainz token (see intructions `here`_`)and username::
+
+    listenbrainz:
+        token: TOKEN
+        username: LISTENBRAINZ_USERNAME
+
+
+Usage
+-----
+
+Once the plugin is enabled, you can import the listening history using the `lbimport` command in beets.
+
+
+.. _here: https://listenbrainz.readthedocs.io/en/latest/users/api/index.html#get-the-user-token
\ No newline at end of file