diff --git a/appinfo/routes.php b/appinfo/routes.php
index 8cb158ed..926c21d5 100644
--- a/appinfo/routes.php
+++ b/appinfo/routes.php
@@ -21,6 +21,7 @@ return [
         ['name' => 'Page#videos', 'url' => '/videos', 'verb' => 'GET'],
         ['name' => 'Page#archive', 'url' => '/archive', 'verb' => 'GET'],
         ['name' => 'Page#thisday', 'url' => '/thisday', 'verb' => 'GET'],
+        ['name' => 'Page#locations', 'url' => '/locations', 'verb' => 'GET'],
 
         // Routes with params
         w(['name' => 'Page#folder', 'url' => '/folders/{path}', 'verb' => 'GET'], 'path'),
@@ -80,6 +81,8 @@ return [
         ['name' => 'Download#file', 'url' => '/api/download/{handle}', 'verb' => 'GET'],
         ['name' => 'Download#one', 'url' => '/api/stream/{fileid}', 'verb' => 'GET'],
 
+        ['name' => 'Location#clusters', 'url' => '/api/locations/clusters', 'verb' => 'GET'],
+
         // Config API
         ['name' => 'Other#setUserConfig', 'url' => '/api/config/{key}', 'verb' => 'PUT'],
 
diff --git a/lib/Controller/ApiBase.php b/lib/Controller/ApiBase.php
index 865c2d5b..79bc3497 100644
--- a/lib/Controller/ApiBase.php
+++ b/lib/Controller/ApiBase.php
@@ -379,6 +379,96 @@ class ApiBase extends Controller
         return \OCA\Memories\Util::placesGISType() > 0;
     }
 
+    /**
+     * Get transformations depending on the request.
+     *
+     * @param bool $aggregateOnly Only apply transformations for aggregation (days call)
+     */
+    protected function getTransformations(bool $aggregateOnly)
+    {
+        $transforms = [];
+
+        // Add extra information, basename and mimetype
+        if (!$aggregateOnly && ($fields = $this->request->getParam('fields'))) {
+            $fields = explode(',', $fields);
+            $transforms[] = [$this->timelineQuery, 'transformExtraFields', $fields];
+        }
+
+        // Filter for one album
+        if ($this->albumsIsEnabled()) {
+            if ($albumId = $this->request->getParam('album')) {
+                $transforms[] = [$this->timelineQuery, 'transformAlbumFilter', $albumId];
+            }
+        }
+
+        // Other transforms not allowed for public shares
+        if (null === $this->userSession->getUser()) {
+            return $transforms;
+        }
+
+        // Filter only favorites
+        if ($this->request->getParam('fav')) {
+            $transforms[] = [$this->timelineQuery, 'transformFavoriteFilter'];
+        }
+
+        // Filter only videos
+        if ($this->request->getParam('vid')) {
+            $transforms[] = [$this->timelineQuery, 'transformVideoFilter'];
+        }
+
+        // Filter only for one face on Recognize
+        if (($recognize = $this->request->getParam('recognize')) && $this->recognizeIsEnabled()) {
+            $transforms[] = [$this->timelineQuery, 'transformPeopleRecognitionFilter', $recognize];
+
+            $faceRect = $this->request->getParam('facerect');
+            if ($faceRect && !$aggregateOnly) {
+                $transforms[] = [$this->timelineQuery, 'transformPeopleRecognizeRect', $recognize];
+            }
+        }
+
+        // Filter only for one face on Face Recognition
+        if (($face = $this->request->getParam('facerecognition')) && $this->facerecognitionIsEnabled()) {
+            $currentModel = (int) $this->config->getAppValue('facerecognition', 'model', -1);
+            $transforms[] = [$this->timelineQuery, 'transformPeopleFaceRecognitionFilter', $currentModel, $face];
+
+            $faceRect = $this->request->getParam('facerect');
+            if ($faceRect && !$aggregateOnly) {
+                $transforms[] = [$this->timelineQuery, 'transformPeopleFaceRecognitionRect', $face];
+            }
+        }
+
+        // Filter only for one tag
+        if ($this->tagsIsEnabled()) {
+            if ($tagName = $this->request->getParam('tag')) {
+                $transforms[] = [$this->timelineQuery, 'transformTagFilter', $tagName];
+            }
+        }
+
+        // Filter only for one place
+        if ($this->placesIsEnabled()) {
+            if ($locationId = $this->request->getParam('place')) {
+                $transforms[] = [$this->timelineQuery, 'transformPlaceFilter', (int) $locationId];
+            }
+        }
+
+        // Limit number of responses for day query
+        $limit = $this->request->getParam('limit');
+        if ($limit) {
+            $transforms[] = [$this->timelineQuery, 'transformLimitDay', (int) $limit];
+        }
+
+        // Filter geological bounds
+        $minLat = $this->request->getParam('minLat');
+        $maxLat = $this->request->getParam('maxLat');
+        $minLng = $this->request->getParam('minLng');
+        $maxLng = $this->request->getParam('maxLng');
+        if ($minLat && $maxLat && $minLng && $maxLng) {
+            $transforms[] = [$this->timelineQuery, 'transformBoundFilter', $minLat, $maxLat, $minLng, $maxLng];
+        }
+
+        return $transforms;
+    }
+
     /**
      * Helper to get one file or null from a fiolder.
      */
diff --git a/lib/Controller/DaysController.php b/lib/Controller/DaysController.php
index 206914f6..ba596693 100644
--- a/lib/Controller/DaysController.php
+++ b/lib/Controller/DaysController.php
@@ -172,87 +172,6 @@ class DaysController extends ApiBase
         return $this->day($id);
     }
 
-    /**
-     * Get transformations depending on the request.
-     *
-     * @param bool $aggregateOnly Only apply transformations for aggregation (days call)
-     */
-    private function getTransformations(bool $aggregateOnly)
-    {
-        $transforms = [];
-
-        // Add extra information, basename and mimetype
-        if (!$aggregateOnly && ($fields = $this->request->getParam('fields'))) {
-            $fields = explode(',', $fields);
-            $transforms[] = [$this->timelineQuery, 'transformExtraFields', $fields];
-        }
-
-        // Filter for one album
-        if ($this->albumsIsEnabled()) {
-            if ($albumId = $this->request->getParam('album')) {
-                $transforms[] = [$this->timelineQuery, 'transformAlbumFilter', $albumId];
-            }
-        }
-
-        // Other transforms not allowed for public shares
-        if (null === $this->userSession->getUser()) {
-            return $transforms;
-        }
-
-        // Filter only favorites
-        if ($this->request->getParam('fav')) {
-            $transforms[] = [$this->timelineQuery, 'transformFavoriteFilter'];
-        }
-
-        // Filter only videos
-        if ($this->request->getParam('vid')) {
-            $transforms[] = [$this->timelineQuery, 'transformVideoFilter'];
-        }
-
-        // Filter only for one face on Recognize
-        if (($recognize = $this->request->getParam('recognize')) && $this->recognizeIsEnabled()) {
-            $transforms[] = [$this->timelineQuery, 'transformPeopleRecognitionFilter', $recognize];
-
-            $faceRect = $this->request->getParam('facerect');
-            if ($faceRect && !$aggregateOnly) {
-                $transforms[] = [$this->timelineQuery, 'transformPeopleRecognizeRect', $recognize];
-            }
-        }
-
-        // Filter only for one face on Face Recognition
-        if (($face = $this->request->getParam('facerecognition')) && $this->facerecognitionIsEnabled()) {
-            $currentModel = (int) $this->config->getAppValue('facerecognition', 'model', -1);
-            $transforms[] = [$this->timelineQuery, 'transformPeopleFaceRecognitionFilter', $currentModel, $face];
-
-            $faceRect = $this->request->getParam('facerect');
-            if ($faceRect && !$aggregateOnly) {
-                $transforms[] = [$this->timelineQuery, 'transformPeopleFaceRecognitionRect', $face];
-            }
-        }
-
-        // Filter only for one tag
-        if ($this->tagsIsEnabled()) {
-            if ($tagName = $this->request->getParam('tag')) {
-                $transforms[] = [$this->timelineQuery, 'transformTagFilter', $tagName];
-            }
-        }
-
-        // Filter only for one place
-        if ($this->placesIsEnabled()) {
-            if ($locationId = $this->request->getParam('place')) {
-                $transforms[] = [$this->timelineQuery, 'transformPlaceFilter', (int) $locationId];
-            }
-        }
-
-        // Limit number of responses for day query
-        $limit = $this->request->getParam('limit');
-        if ($limit) {
-            $transforms[] = [$this->timelineQuery, 'transformLimitDay', (int) $limit];
-        }
-
-        return $transforms;
-    }
-
     /**
      * Preload a few "day" at the start of "days" response.
      *
diff --git a/lib/Controller/LocationController.php b/lib/Controller/LocationController.php
new file mode 100644
index 00000000..8c9f0d81
--- /dev/null
+++ b/lib/Controller/LocationController.php
@@ -0,0 +1,91 @@
+<?php
+
+declare(strict_types=1);
+
+/**
+ * @copyright Copyright (c) 2022 Varun Patil <radialapps@gmail.com>
+ * @author Varun Patil <radialapps@gmail.com>
+ * @license AGPL-3.0-or-later
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+namespace OCA\Memories\Controller;
+
+use OCP\AppFramework\Http;
+use OCP\AppFramework\Http\JSONResponse;
+
+class LocationController extends ApiBase
+{
+    /**
+     * @NoAdminRequired
+     *
+     * @PublicPage
+     *
+     * @NoCSRFRequired
+     */
+    public function clusters(): JSONResponse
+    {
+        // Get the folder to show
+        try {
+            $uid = $this->getUID();
+        } catch (\Exception $e) {
+            return new JSONResponse(['message' => $e->getMessage()], Http::STATUS_PRECONDITION_FAILED);
+        }
+
+        // Get the folder to show
+        $root = null;
+
+        try {
+            $root = $this->getRequestRoot();
+        } catch (\Exception $e) {
+            return new JSONResponse(['message' => $e->getMessage()], Http::STATUS_NOT_FOUND);
+        }
+
+        // Just check bound parameters but not use them; they are used in transformation
+        $minLat = $this->request->getParam('minLat');
+        $maxLat = $this->request->getParam('maxLat');
+        $minLng = $this->request->getParam('minLng');
+        $maxLng = $this->request->getParam('maxLng');
+
+        if (!$minLat || !$maxLat || !$minLng || !$maxLng) {
+            return new JSONResponse(['message' => 'Parameters missing'], Http::STATUS_PRECONDITION_FAILED);
+        }
+
+        // Zoom level is used to determine the size of boxes
+        $zoomLevel = $this->request->getParam('zoom');
+        if (!$zoomLevel || !is_numeric($zoomLevel)) {
+            return new JSONResponse(['message' => 'Invalid zoom level'], Http::STATUS_PRECONDITION_FAILED);
+        }
+
+        // A tweakable parameter to determine the number of boxes in the map
+        $clusterDensity = 3;
+        $boxSize = 180.0 / (2 ** $zoomLevel * $clusterDensity);
+
+        try {
+            $clusters = $this->timelineQuery->getMapClusters(
+                $boxSize,
+                $root,
+                $uid,
+                $this->isRecursive(),
+                $this->isArchive(),
+                $this->getTransformations(true),
+            );
+
+            return new JSONResponse($clusters);
+        } catch (\Exception $e) {
+            return new JSONResponse(['message' => $e->getMessage()], Http::STATUS_INTERNAL_SERVER_ERROR);
+        }
+    }
+}
diff --git a/lib/Controller/PageController.php b/lib/Controller/PageController.php
index dff5c116..e2ec6b72 100644
--- a/lib/Controller/PageController.php
+++ b/lib/Controller/PageController.php
@@ -116,6 +116,7 @@ class PageController extends Controller
 
         // Allow OSM
         $policy->addAllowedFrameDomain('www.openstreetmap.org');
+        $policy->addAllowedImageDomain('https://*.tile.openstreetmap.org');
 
         return $policy;
     }
@@ -236,4 +237,14 @@ class PageController extends Controller
     {
         return $this->main();
     }
+
+    /**
+     * @NoAdminRequired
+     *
+     * @NoCSRFRequired
+     */
+    public function locations()
+    {
+        return $this->main();
+    }
 }
diff --git a/lib/Db/TimelineQueryDays.php b/lib/Db/TimelineQueryDays.php
index 1e238863..6a8e166c 100644
--- a/lib/Db/TimelineQueryDays.php
+++ b/lib/Db/TimelineQueryDays.php
@@ -195,6 +195,47 @@ trait TimelineQueryDays
         return $this->processDay($rows, $uid, $root);
     }
 
+    public function getMapClusters(
+        float $boxSize,
+        TimelineRoot &$root,
+        string $uid,
+        bool $recursive,
+        bool $archive,
+        array $queryTransforms = []
+    ): array {
+        $query = $this->connection->getQueryBuilder();
+
+        // Get the average location of each cluster
+        $avgLat = $query->createFunction('AVG(latitude) AS avgLat');
+        $avgLng = $query->createFunction('AVG(longitude) AS avgLng');
+        $count = $query->createFunction('COUNT(*) AS count');
+        $query->select($avgLat, $avgLng, $count)
+            ->from('memories', 'm')
+        ;
+
+        // JOIN with filecache for existing files
+        $query = $this->joinFilecache($query, $root, $recursive, $archive);
+
+        // Group by cluster
+        $groupFunction = $query->createFunction('latitude DIV '.$boxSize.', longitude DIV '.$boxSize);
+        $query->groupBy($groupFunction);
+
+        // Apply all transformations (including map bounds)
+        $this->applyAllTransforms($queryTransforms, $query, $uid);
+
+        $cursor = $this->executeQueryWithCTEs($query);
+        $res = $cursor->fetchAll();
+        $cursor->closeCursor();
+
+        $clusters = [];
+        foreach ($res as $cluster) {
+            $clusters[] =
+            ['center' => [(float) $cluster['avgLat'], (float) $cluster['avgLng']], 'count' => (float) $cluster['count']];
+        }
+
+        return $clusters;
+    }
+
     /**
      * Process the days response.
      *
diff --git a/lib/Db/TimelineQueryFilters.php b/lib/Db/TimelineQueryFilters.php
index bd57180c..7cc8ea64 100644
--- a/lib/Db/TimelineQueryFilters.php
+++ b/lib/Db/TimelineQueryFilters.php
@@ -40,6 +40,18 @@ trait TimelineQueryFilters
         $query->setMaxResults($limit);
     }
 
+    public function transformBoundFilter(IQueryBuilder &$query, string $userId, string $minLat, string $maxLat, string $minLng, string $maxLng)
+    {
+        $query->andWhere(
+            $query->expr()->andX(
+                $query->expr()->gte('m.latitude', $query->createNamedParameter($minLat, IQueryBuilder::PARAM_STR)),
+                $query->expr()->lte('m.latitude', $query->createNamedParameter($maxLat, IQueryBuilder::PARAM_STR)),
+                $query->expr()->gte('m.longitude', $query->createNamedParameter($minLng, IQueryBuilder::PARAM_STR)),
+                $query->expr()->lte('m.longitude', $query->createNamedParameter($maxLng, IQueryBuilder::PARAM_STR))
+            )
+        );
+    }
+
     private function applyAllTransforms(array $transforms, IQueryBuilder &$query, string $uid): void
     {
         foreach ($transforms as &$transform) {
diff --git a/package-lock.json b/package-lock.json
index 15a62c01..f52a1777 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -16,6 +16,7 @@
         "camelcase": "^7.0.1",
         "filerobot-image-editor": "^4.3.7",
         "justified-layout": "^4.1.0",
+        "leaflet": "^1.9.3",
         "moment": "^2.29.4",
         "path-posix": "^1.0.0",
         "photoswipe": "^5.3.4",
@@ -27,6 +28,8 @@
         "vue-material-design-icons": "^5.1.2",
         "vue-router": "^3.6.5",
         "vue-virtual-scroller": "1.1.2",
+        "vue2-leaflet": "^2.7.1",
+        "vue2-leaflet-markercluster": "^3.1.0",
         "webdav": "^4.11.2"
       },
       "devDependencies": {
@@ -2297,6 +2300,12 @@
         "@types/range-parser": "*"
       }
     },
+    "node_modules/@types/geojson": {
+      "version": "7946.0.10",
+      "resolved": "https://registry.npmjs.org/@types/geojson/-/geojson-7946.0.10.tgz",
+      "integrity": "sha512-Nmh0K3iWQJzniTuPRcJn5hxXkfB1T1pgB89SBig5PlJQU5yocazeu4jATJlaA0GYFKWMqDdvYemoSnF2pXgLVA==",
+      "peer": true
+    },
     "node_modules/@types/http-proxy": {
       "version": "1.17.9",
       "resolved": "https://registry.npmjs.org/@types/http-proxy/-/http-proxy-1.17.9.tgz",
@@ -2319,6 +2328,15 @@
       "dev": true,
       "peer": true
     },
+    "node_modules/@types/leaflet": {
+      "version": "1.9.0",
+      "resolved": "https://registry.npmjs.org/@types/leaflet/-/leaflet-1.9.0.tgz",
+      "integrity": "sha512-7LeOSj7EloC5UcyOMo+1kc3S1UT3MjJxwqsMT1d2PTyvQz53w0Y0oSSk9nwZnOZubCmBvpSNGceucxiq+ZPEUw==",
+      "peer": true,
+      "dependencies": {
+        "@types/geojson": "*"
+      }
+    },
     "node_modules/@types/mime": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/@types/mime/-/mime-3.0.1.tgz",
@@ -6166,9 +6184,9 @@
       "peer": true
     },
     "node_modules/json5": {
-      "version": "2.2.1",
-      "resolved": "https://registry.npmjs.org/json5/-/json5-2.2.1.tgz",
-      "integrity": "sha512-1hqLFMSrGHRHxav9q9gNjJ5EXznIxGVO09xQRrwplcS8qs28pZ8s8hupZAmqDwZUmVZ2Qb2jnyPOWcDH8m8dlA==",
+      "version": "2.2.3",
+      "resolved": "https://registry.npmjs.org/json5/-/json5-2.2.3.tgz",
+      "integrity": "sha512-XmOWe7eyHYH14cLdVPoyg+GOH3rYX++KpzrylJwSW98t3Nk+U8XOl8FWKOgwtzdb8lXGf6zYwDUzeHMWfxasyg==",
       "dev": true,
       "bin": {
         "json5": "lib/cli.js"
@@ -6253,6 +6271,19 @@
       "resolved": "https://registry.npmjs.org/layerr/-/layerr-0.1.2.tgz",
       "integrity": "sha512-ob5kTd9H3S4GOG2nVXyQhOu9O8nBgP555XxWPkJI0tR0JeRilfyTp8WtPdIJHLXBmHMSdEq5+KMxiYABeScsIQ=="
     },
+    "node_modules/leaflet": {
+      "version": "1.9.3",
+      "resolved": "https://registry.npmjs.org/leaflet/-/leaflet-1.9.3.tgz",
+      "integrity": "sha512-iB2cR9vAkDOu5l3HAay2obcUHZ7xwUBBjph8+PGtmW/2lYhbLizWtG7nTeYht36WfOslixQF9D/uSIzhZgGMfQ=="
+    },
+    "node_modules/leaflet.markercluster": {
+      "version": "1.5.3",
+      "resolved": "https://registry.npmjs.org/leaflet.markercluster/-/leaflet.markercluster-1.5.3.tgz",
+      "integrity": "sha512-vPTw/Bndq7eQHjLBVlWpnGeLa3t+3zGiuM7fJwCkiMFq+nmRuG3RI3f7f4N4TDX7T4NpbAXpR2+NTRSEGfCSeA==",
+      "peerDependencies": {
+        "leaflet": "^1.3.1"
+      }
+    },
     "node_modules/leven": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/leven/-/leven-3.1.0.tgz",
@@ -6287,9 +6318,9 @@
       }
     },
     "node_modules/loader-utils": {
-      "version": "2.0.3",
-      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-2.0.3.tgz",
-      "integrity": "sha512-THWqIsn8QRnvLl0shHYVBN9syumU8pYWEHPTmkiVGd+7K5eFNVSY6AJhRvgGF70gg1Dz+l/k8WicvFCxdEs60A==",
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-2.0.4.tgz",
+      "integrity": "sha512-xXqpXoINfFhgua9xiqD8fPFHgkoq1mmmpE92WlDbm9rNRd/EbRb+Gqf908T2DMfuHjjJlksiK2RbHVOdD/MqSw==",
       "dev": true,
       "peer": true,
       "dependencies": {
@@ -9518,9 +9549,9 @@
       }
     },
     "node_modules/vue-loader/node_modules/json5": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.1.tgz",
-      "integrity": "sha512-aKS4WQjPenRxiQsC93MNfjx+nbF4PAdYzmd/1JIj8HYzqfbu86beTuNgXDzPknWk0n0uARlyewZo4s++ES36Ow==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.2.tgz",
+      "integrity": "sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==",
       "dev": true,
       "peer": true,
       "dependencies": {
@@ -9531,9 +9562,9 @@
       }
     },
     "node_modules/vue-loader/node_modules/loader-utils": {
-      "version": "1.4.0",
-      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.0.tgz",
-      "integrity": "sha512-qH0WSMBtn/oHuwjy/NucEgbx5dbxxnxup9s4PVXJUDHZBQY+s0NWA9rJf53RBnQZxfch7euUui7hpoAPvALZdA==",
+      "version": "1.4.2",
+      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.2.tgz",
+      "integrity": "sha512-I5d00Pd/jwMD2QCduo657+YM/6L3KZu++pmX9VFncxaxvHcru9jx1lBaFft+r4Mt2jK0Yhp41XlRAihzPxHNCg==",
       "dev": true,
       "peer": true,
       "dependencies": {
@@ -9600,9 +9631,9 @@
       }
     },
     "node_modules/vue-style-loader/node_modules/json5": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.1.tgz",
-      "integrity": "sha512-aKS4WQjPenRxiQsC93MNfjx+nbF4PAdYzmd/1JIj8HYzqfbu86beTuNgXDzPknWk0n0uARlyewZo4s++ES36Ow==",
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.2.tgz",
+      "integrity": "sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==",
       "dev": true,
       "peer": true,
       "dependencies": {
@@ -9613,9 +9644,9 @@
       }
     },
     "node_modules/vue-style-loader/node_modules/loader-utils": {
-      "version": "1.4.0",
-      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.0.tgz",
-      "integrity": "sha512-qH0WSMBtn/oHuwjy/NucEgbx5dbxxnxup9s4PVXJUDHZBQY+s0NWA9rJf53RBnQZxfch7euUui7hpoAPvALZdA==",
+      "version": "1.4.2",
+      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.2.tgz",
+      "integrity": "sha512-I5d00Pd/jwMD2QCduo657+YM/6L3KZu++pmX9VFncxaxvHcru9jx1lBaFft+r4Mt2jK0Yhp41XlRAihzPxHNCg==",
       "dev": true,
       "peer": true,
       "dependencies": {
@@ -9677,6 +9708,27 @@
         "vue": "^2.5.0"
       }
     },
+    "node_modules/vue2-leaflet": {
+      "version": "2.7.1",
+      "resolved": "https://registry.npmjs.org/vue2-leaflet/-/vue2-leaflet-2.7.1.tgz",
+      "integrity": "sha512-K7HOlzRhjt3Z7+IvTqEavIBRbmCwSZSCVUlz9u4Rc+3xGCLsHKz4TAL4diAmfHElCQdPPVdZdJk8wPUt2fu6WQ==",
+      "peerDependencies": {
+        "@types/leaflet": "^1.5.7",
+        "leaflet": "^1.3.4",
+        "vue": "^2.5.17"
+      }
+    },
+    "node_modules/vue2-leaflet-markercluster": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/vue2-leaflet-markercluster/-/vue2-leaflet-markercluster-3.1.0.tgz",
+      "integrity": "sha512-v94tns6/PmBlFaPY2XvCUL69yUwRO43qYAP7T9hLmPDdu3Vgl15SDcC1qara8M56aNzWMPAcfP/uy4toUE5wcA==",
+      "dependencies": {
+        "leaflet.markercluster": "^1.4.1"
+      },
+      "peerDependencies": {
+        "leaflet": "^1.3.4"
+      }
+    },
     "node_modules/watchpack": {
       "version": "2.4.0",
       "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.4.0.tgz",
@@ -12124,6 +12176,12 @@
         "@types/range-parser": "*"
       }
     },
+    "@types/geojson": {
+      "version": "7946.0.10",
+      "resolved": "https://registry.npmjs.org/@types/geojson/-/geojson-7946.0.10.tgz",
+      "integrity": "sha512-Nmh0K3iWQJzniTuPRcJn5hxXkfB1T1pgB89SBig5PlJQU5yocazeu4jATJlaA0GYFKWMqDdvYemoSnF2pXgLVA==",
+      "peer": true
+    },
     "@types/http-proxy": {
       "version": "1.17.9",
       "resolved": "https://registry.npmjs.org/@types/http-proxy/-/http-proxy-1.17.9.tgz",
@@ -12146,6 +12204,15 @@
       "dev": true,
       "peer": true
     },
+    "@types/leaflet": {
+      "version": "1.9.0",
+      "resolved": "https://registry.npmjs.org/@types/leaflet/-/leaflet-1.9.0.tgz",
+      "integrity": "sha512-7LeOSj7EloC5UcyOMo+1kc3S1UT3MjJxwqsMT1d2PTyvQz53w0Y0oSSk9nwZnOZubCmBvpSNGceucxiq+ZPEUw==",
+      "peer": true,
+      "requires": {
+        "@types/geojson": "*"
+      }
+    },
     "@types/mime": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/@types/mime/-/mime-3.0.1.tgz",
@@ -15203,9 +15270,9 @@
       "peer": true
     },
     "json5": {
-      "version": "2.2.1",
-      "resolved": "https://registry.npmjs.org/json5/-/json5-2.2.1.tgz",
-      "integrity": "sha512-1hqLFMSrGHRHxav9q9gNjJ5EXznIxGVO09xQRrwplcS8qs28pZ8s8hupZAmqDwZUmVZ2Qb2jnyPOWcDH8m8dlA==",
+      "version": "2.2.3",
+      "resolved": "https://registry.npmjs.org/json5/-/json5-2.2.3.tgz",
+      "integrity": "sha512-XmOWe7eyHYH14cLdVPoyg+GOH3rYX++KpzrylJwSW98t3Nk+U8XOl8FWKOgwtzdb8lXGf6zYwDUzeHMWfxasyg==",
       "dev": true
     },
     "jsonfile": {
@@ -15259,6 +15326,17 @@
       "resolved": "https://registry.npmjs.org/layerr/-/layerr-0.1.2.tgz",
       "integrity": "sha512-ob5kTd9H3S4GOG2nVXyQhOu9O8nBgP555XxWPkJI0tR0JeRilfyTp8WtPdIJHLXBmHMSdEq5+KMxiYABeScsIQ=="
     },
+    "leaflet": {
+      "version": "1.9.3",
+      "resolved": "https://registry.npmjs.org/leaflet/-/leaflet-1.9.3.tgz",
+      "integrity": "sha512-iB2cR9vAkDOu5l3HAay2obcUHZ7xwUBBjph8+PGtmW/2lYhbLizWtG7nTeYht36WfOslixQF9D/uSIzhZgGMfQ=="
+    },
+    "leaflet.markercluster": {
+      "version": "1.5.3",
+      "resolved": "https://registry.npmjs.org/leaflet.markercluster/-/leaflet.markercluster-1.5.3.tgz",
+      "integrity": "sha512-vPTw/Bndq7eQHjLBVlWpnGeLa3t+3zGiuM7fJwCkiMFq+nmRuG3RI3f7f4N4TDX7T4NpbAXpR2+NTRSEGfCSeA==",
+      "requires": {}
+    },
     "leven": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/leven/-/leven-3.1.0.tgz",
@@ -15285,9 +15363,9 @@
       "peer": true
     },
     "loader-utils": {
-      "version": "2.0.3",
-      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-2.0.3.tgz",
-      "integrity": "sha512-THWqIsn8QRnvLl0shHYVBN9syumU8pYWEHPTmkiVGd+7K5eFNVSY6AJhRvgGF70gg1Dz+l/k8WicvFCxdEs60A==",
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-2.0.4.tgz",
+      "integrity": "sha512-xXqpXoINfFhgua9xiqD8fPFHgkoq1mmmpE92WlDbm9rNRd/EbRb+Gqf908T2DMfuHjjJlksiK2RbHVOdD/MqSw==",
       "dev": true,
       "peer": true,
       "requires": {
@@ -17760,9 +17838,9 @@
       },
       "dependencies": {
         "json5": {
-          "version": "1.0.1",
-          "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.1.tgz",
-          "integrity": "sha512-aKS4WQjPenRxiQsC93MNfjx+nbF4PAdYzmd/1JIj8HYzqfbu86beTuNgXDzPknWk0n0uARlyewZo4s++ES36Ow==",
+          "version": "1.0.2",
+          "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.2.tgz",
+          "integrity": "sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==",
           "dev": true,
           "peer": true,
           "requires": {
@@ -17770,9 +17848,9 @@
           }
         },
         "loader-utils": {
-          "version": "1.4.0",
-          "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.0.tgz",
-          "integrity": "sha512-qH0WSMBtn/oHuwjy/NucEgbx5dbxxnxup9s4PVXJUDHZBQY+s0NWA9rJf53RBnQZxfch7euUui7hpoAPvALZdA==",
+          "version": "1.4.2",
+          "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.2.tgz",
+          "integrity": "sha512-I5d00Pd/jwMD2QCduo657+YM/6L3KZu++pmX9VFncxaxvHcru9jx1lBaFft+r4Mt2jK0Yhp41XlRAihzPxHNCg==",
           "dev": true,
           "peer": true,
           "requires": {
@@ -17829,9 +17907,9 @@
       },
       "dependencies": {
         "json5": {
-          "version": "1.0.1",
-          "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.1.tgz",
-          "integrity": "sha512-aKS4WQjPenRxiQsC93MNfjx+nbF4PAdYzmd/1JIj8HYzqfbu86beTuNgXDzPknWk0n0uARlyewZo4s++ES36Ow==",
+          "version": "1.0.2",
+          "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.2.tgz",
+          "integrity": "sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==",
           "dev": true,
           "peer": true,
           "requires": {
@@ -17839,9 +17917,9 @@
           }
         },
         "loader-utils": {
-          "version": "1.4.0",
-          "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.0.tgz",
-          "integrity": "sha512-qH0WSMBtn/oHuwjy/NucEgbx5dbxxnxup9s4PVXJUDHZBQY+s0NWA9rJf53RBnQZxfch7euUui7hpoAPvALZdA==",
+          "version": "1.4.2",
+          "resolved": "https://registry.npmjs.org/loader-utils/-/loader-utils-1.4.2.tgz",
+          "integrity": "sha512-I5d00Pd/jwMD2QCduo657+YM/6L3KZu++pmX9VFncxaxvHcru9jx1lBaFft+r4Mt2jK0Yhp41XlRAihzPxHNCg==",
           "dev": true,
           "peer": true,
           "requires": {
@@ -17896,6 +17974,20 @@
         "date-format-parse": "^0.2.7"
       }
     },
+    "vue2-leaflet": {
+      "version": "2.7.1",
+      "resolved": "https://registry.npmjs.org/vue2-leaflet/-/vue2-leaflet-2.7.1.tgz",
+      "integrity": "sha512-K7HOlzRhjt3Z7+IvTqEavIBRbmCwSZSCVUlz9u4Rc+3xGCLsHKz4TAL4diAmfHElCQdPPVdZdJk8wPUt2fu6WQ==",
+      "requires": {}
+    },
+    "vue2-leaflet-markercluster": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/vue2-leaflet-markercluster/-/vue2-leaflet-markercluster-3.1.0.tgz",
+      "integrity": "sha512-v94tns6/PmBlFaPY2XvCUL69yUwRO43qYAP7T9hLmPDdu3Vgl15SDcC1qara8M56aNzWMPAcfP/uy4toUE5wcA==",
+      "requires": {
+        "leaflet.markercluster": "^1.4.1"
+      }
+    },
     "watchpack": {
       "version": "2.4.0",
       "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.4.0.tgz",
diff --git a/package.json b/package.json
index b512a87f..31705526 100644
--- a/package.json
+++ b/package.json
@@ -36,6 +36,7 @@
     "camelcase": "^7.0.1",
     "filerobot-image-editor": "^4.3.7",
     "justified-layout": "^4.1.0",
+    "leaflet": "^1.9.3",
     "moment": "^2.29.4",
     "path-posix": "^1.0.0",
     "photoswipe": "^5.3.4",
@@ -47,6 +48,8 @@
     "vue-material-design-icons": "^5.1.2",
     "vue-router": "^3.6.5",
     "vue-virtual-scroller": "1.1.2",
+    "vue2-leaflet": "^2.7.1",
+    "vue2-leaflet-markercluster": "^3.1.0",
     "webdav": "^4.11.2"
   },
   "browserslist": [
diff --git a/src/App.vue b/src/App.vue
index d652a22d..c1092d35 100644
--- a/src/App.vue
+++ b/src/App.vue
@@ -266,6 +266,11 @@ export default defineComponent({
           title: t("memories", "Maps"),
           if: this.config_mapsEnabled,
         },
+        {
+          name: "locations",
+          icon: MapIcon,
+          title: t("memories", "Locations"),
+        },
       ];
     },
 
diff --git a/src/components/Timeline.vue b/src/components/Timeline.vue
index 3f979da6..1ee38ad6 100644
--- a/src/components/Timeline.vue
+++ b/src/components/Timeline.vue
@@ -5,7 +5,7 @@
     :class="{ 'icon-loading': loading > 0 }"
   >
     <!-- Static top matter -->
-    <TopMatter ref="topmatter" />
+    <TopMatter ref="topmatter" @updateBoundary="updateBoundary" />
 
     <!-- No content found and nothing is loading -->
     <NcEmptyContent
@@ -140,7 +140,15 @@ import { subscribe, unsubscribe } from "@nextcloud/event-bus";
 import NcEmptyContent from "@nextcloud/vue/dist/Components/NcEmptyContent";
 
 import { getLayout } from "../services/Layout";
-import { IDay, IFolder, IHeadRow, IPhoto, IRow, IRowType } from "../types";
+import {
+  IDay,
+  IFolder,
+  IHeadRow,
+  IPhoto,
+  IRow,
+  IRowType,
+  MapBoundary,
+} from "../types";
 import Folder from "./frame/Folder.vue";
 import Photo from "./frame/Photo.vue";
 import Tag from "./frame/Tag.vue";
@@ -223,6 +231,14 @@ export default defineComponent({
     selectionManager: null as InstanceType<typeof SelectionManager> & any,
     /** Scroller manager component */
     scrollerManager: null as InstanceType<typeof ScrollerManager> & any,
+
+    /** The boundary of the map */
+    mapBoundary: {
+      minLat: -90,
+      maxLat: 90,
+      minLng: -180,
+      maxLng: 180,
+    } as MapBoundary,
   }),
 
   mounted() {
@@ -690,6 +706,14 @@ export default defineComponent({
         query.set("reverse", "1");
       }
 
+      // Geological Bounds
+      if (this.$route.name === "locations") {
+        query.set("minLat", "" + this.mapBoundary.minLat);
+        query.set("maxLat", "" + this.mapBoundary.maxLat);
+        query.set("minLng", "" + this.mapBoundary.minLng);
+        query.set("maxLng", "" + this.mapBoundary.maxLng);
+      }
+
       return query;
     },
 
@@ -1290,6 +1314,11 @@ export default defineComponent({
         this.processDay(day.dayid, newDetail);
       }
     },
+
+    async updateBoundary(mapBoundary: MapBoundary) {
+      this.mapBoundary = mapBoundary;
+      await this.softRefresh();
+    },
   },
 });
 </script>
diff --git a/src/components/top-matter/LocationTopMatter.vue b/src/components/top-matter/LocationTopMatter.vue
new file mode 100644
index 00000000..1c3c505e
--- /dev/null
+++ b/src/components/top-matter/LocationTopMatter.vue
@@ -0,0 +1,127 @@
+<template>
+  <div class="location-top-matter">
+    <l-map
+      style="height: 100%; width: 100%; margin-right: 3.5em; z-index: 0"
+      :zoom="zoom"
+      ref="map"
+      @moveend="updateMapAndTimeline"
+      @zoomend="updateMapAndTimeline"
+    >
+      <l-tile-layer :url="url" :attribution="attribution" />
+      <!-- <v-marker-cluster ref="markerCluster"> -->
+      <l-marker
+        v-for="cluster in clusters"
+        :key="cluster.center.toString()"
+        :lat-lng="cluster.center"
+      >
+        <l-popup :content="cluster.count.toString()" />
+      </l-marker>
+      <!-- </v-marker-cluster> -->
+    </l-map>
+  </div>
+</template>
+
+<script lang="ts">
+import { defineComponent, PropType } from "vue";
+import { LMap, LTileLayer, LMarker, LPopup } from "vue2-leaflet";
+import Vue2LeafletMarkerCluster from "vue2-leaflet-markercluster";
+import "leaflet/dist/leaflet.css";
+import { IPhoto, MarkerClusters } from "../../types";
+
+import { Icon } from "leaflet";
+import axios from "axios";
+import { API } from "../../services/API";
+
+type D = Icon.Default & {
+  _getIconUrl?: string;
+};
+
+delete (Icon.Default.prototype as D)._getIconUrl;
+
+Icon.Default.mergeOptions({
+  iconRetinaUrl: require("leaflet/dist/images/marker-icon-2x.png"),
+  iconUrl: require("leaflet/dist/images/marker-icon.png"),
+  shadowUrl: require("leaflet/dist/images/marker-shadow.png"),
+});
+
+export default defineComponent({
+  name: "LocationTopMatter",
+  components: {
+    LMap,
+    LTileLayer,
+    LMarker,
+    LPopup,
+    "v-marker-cluster": Vue2LeafletMarkerCluster,
+  },
+
+  data: () => ({
+    name: "locations", // add for test
+    url: "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
+    attribution:
+      '&copy; <a target="_blank" href="http://osm.org/copyright">OpenStreetMap</a> contributors',
+    zoom: 1,
+    clusters: [] as MarkerClusters[],
+  }),
+
+  watch: {
+    $route: function (from: any, to: any) {
+      this.createMatter();
+    },
+  },
+
+  mounted() {
+    this.createMatter();
+    this.updateMapAndTimeline();
+  },
+
+  computed: {
+    getPhotos() {
+      let photos: IPhoto[] = [];
+      return photos;
+    },
+  },
+
+  methods: {
+    createMatter() {
+      this.name = <string>this.$route.params.name || "";
+    },
+
+    async updateMapAndTimeline() {
+      let map = this.$refs.map as LMap;
+      //let markerCluster = this.$refs.markerCluster as Vue2LeafletMarkerCluster;
+      let boundary = map.mapObject.getBounds();
+      let zoomLevel = map.mapObject.getZoom().toString();
+
+      this.$parent.$emit("updateBoundary", {
+        minLat: boundary.getSouth(),
+        maxLat: boundary.getNorth(),
+        minLng: boundary.getWest(),
+        maxLng: boundary.getEast(),
+      });
+
+      const query = new URLSearchParams();
+      query.set("minLat", boundary.getSouth().toString());
+      query.set("maxLat", boundary.getNorth().toString());
+      query.set("minLng", boundary.getWest().toString());
+      query.set("maxLng", boundary.getEast().toString());
+      query.set("zoom", zoomLevel);
+
+      const url = API.Q(API.CLUSTERS(), query);
+      const res = await axios.get(url);
+      this.clusters = res.data;
+    },
+  },
+});
+</script>
+
+<style lang="scss" scoped>
+@import "~leaflet/dist/leaflet.css";
+@import "~leaflet.markercluster/dist/MarkerCluster.css";
+@import "~leaflet.markercluster/dist/MarkerCluster.Default.css";
+
+.location-top-matter {
+  display: flex;
+  vertical-align: middle;
+  height: 20em;
+}
+</style>
diff --git a/src/components/top-matter/TopMatter.vue b/src/components/top-matter/TopMatter.vue
index d6c32945..54362f6e 100644
--- a/src/components/top-matter/TopMatter.vue
+++ b/src/components/top-matter/TopMatter.vue
@@ -4,6 +4,7 @@
     <TagTopMatter v-else-if="type === 2" />
     <FaceTopMatter v-else-if="type === 3" />
     <AlbumTopMatter v-else-if="type === 4" />
+    <LocationTopMatter v-else-if="type === 5" />
   </div>
 </template>
 
@@ -14,6 +15,7 @@ import FolderTopMatter from "./FolderTopMatter.vue";
 import TagTopMatter from "./TagTopMatter.vue";
 import FaceTopMatter from "./FaceTopMatter.vue";
 import AlbumTopMatter from "./AlbumTopMatter.vue";
+import LocationTopMatter from "./LocationTopMatter.vue";
 
 import { TopMatterType } from "../../types";
 
@@ -24,6 +26,7 @@ export default defineComponent({
     TagTopMatter,
     FaceTopMatter,
     AlbumTopMatter,
+    LocationTopMatter,
   },
 
   data: () => ({
@@ -62,6 +65,8 @@ export default defineComponent({
             return this.$route.params.name
               ? TopMatterType.TAG
               : TopMatterType.NONE;
+          case "locations":
+            return TopMatterType.LOCATION;
           default:
             return TopMatterType.NONE;
         }
diff --git a/src/router.ts b/src/router.ts
index 5dd80e02..f8c530c3 100644
--- a/src/router.ts
+++ b/src/router.ts
@@ -138,5 +138,14 @@ export default new Router({
         rootTitle: t("memories", "Shared Album"),
       }),
     },
+
+    {
+      path: "/locations",
+      component: Timeline,
+      name: "locations",
+      props: (route) => ({
+        rootTitle: t("memories", "Locations"),
+      })
+    },
   ],
 });
diff --git a/src/services/API.ts b/src/services/API.ts
index e16e1e82..32d53dc3 100644
--- a/src/services/API.ts
+++ b/src/services/API.ts
@@ -122,4 +122,8 @@ export class API {
   static CONFIG(setting: string) {
     return gen(`${BASE}/config/{setting}`, { setting });
   }
+
+  static CLUSTERS() {
+    return tok(gen(`${BASE}/locations/clusters`));
+  }
 }
diff --git a/src/types.ts b/src/types.ts
index 01775c09..d00261c4 100644
--- a/src/types.ts
+++ b/src/types.ts
@@ -217,6 +217,7 @@ export enum TopMatterType {
   TAG = 2,
   FACE = 3,
   ALBUM = 4,
+  LOCATION = 5,
 }
 export type TopMatterFolder = TopMatter & {
   type: TopMatterType.FOLDER;
@@ -238,3 +239,15 @@ export type ISelectionAction = {
   /** Allow for public routes (default false) */
   allowPublic?: boolean;
 };
+
+export type MapBoundary = {
+  minLat: number;
+  maxLat: number;
+  minLng: number;
+  maxLng: number;
+}
+
+export type MarkerClusters = {
+  center: [number, number];
+  count: number;
+}