diff --git a/.env.example b/.env.example
index b5519a5a9..d0c2604d1 100644
--- a/.env.example
+++ b/.env.example
@@ -1,6 +1,9 @@
 // replace with your own PostgreSQL database connection string
 DATABASE_URL=postgresql://sendou@localhost:5432/sendou_ink?schema=public
 
+// uncomment below if you have Redis running
+// REDIS_URL=redis://localhost:6379
+
 // these are needed for logging in.
 // you can get them by making an application on https://discord.com/developers
 DISCORD_CLIENT_ID=
diff --git a/README.md b/README.md
index c3ad21951..254a6b8eb 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ Prerequisites: [nvm](https://github.com/nvm-sh/nvm)
 2. Run `npm i` to install the dependencies.
 3. Make a copy of `.env.example` that's called `.env` and fill it with values.
 
-- You can check [Prisma's guide](https://www.prisma.io/dataguide/postgresql/setting-up-a-local-postgresql-database) on how to get PostgreSQL set up and running locally.
+- You can check [Prisma's guide](https://www.prisma.io/dataguide/postgresql/setting-up-a-local-postgresql-database) on how to get PostgreSQL 14 set up and running locally.
 - Run `npm run migration:apply:dev` to set up the tables of your database.
 - Run `npm run seed` to seed the database with some test data.
 
diff --git a/app/routes/leaderboards.tsx b/app/routes/leaderboards.tsx
index a152fe9a6..9749fe55a 100644
--- a/app/routes/leaderboards.tsx
+++ b/app/routes/leaderboards.tsx
@@ -6,10 +6,12 @@ import {
   MetaFunction,
   useLoaderData,
 } from "remix";
-import { LeaderboardEntry } from "~/core/mmr/leaderboards";
+import { LeaderboardEntry, skillsToLeaderboard } from "~/core/mmr/leaderboards";
 import styles from "~/styles/leaderboard.css";
 import { makeTitle } from "~/utils";
+import { cached } from "~/utils/redis.server";
 import { playerMatchHistoryPage } from "~/utils/urls";
+import * as Skill from "~/models/Skill.server";
 
 export const links: LinksFunction = () => {
   return [{ rel: "stylesheet", href: styles }];
@@ -25,11 +27,19 @@ export type LookingLoaderDataGroup = {
   players: LeaderboardEntry[];
 };
 
-export const loader: LoaderFunction = () => {
-  // TODO: dynamic
-  //const skills = await Skill.findAllByMonth({ month: 3, year: 2022 });
-  // return json<LookingLoaderDataGroup>({ players: skillsToLeaderboard(skills) });
-  return json<LookingLoaderDataGroup>(hardcodedLeaderboard());
+async function getLeaderboard(input: { month: number; year: number }) {
+  const skills = await Skill.findAllByMonth(input);
+  return skillsToLeaderboard(skills);
+}
+
+export const loader: LoaderFunction = async () => {
+  const players = await cached({
+    key: "sp-leaderboard-3-2022",
+    call: () => getLeaderboard({ month: 3, year: 2022 }),
+    secondsToExpire: 60 * 30, // half an hour
+  });
+
+  return json<LookingLoaderDataGroup>({ players });
 };
 
 export default function LeaderboardsPage() {
@@ -76,5074 +86,3 @@ export default function LeaderboardsPage() {
     </div>
   );
 }
-
-function hardcodedLeaderboard() {
-  return {
-    players: [
-      {
-        MMR: 1353.15,
-        user: {
-          discordName: "Elis",
-          id: "3f3d10dc-ac32-409d-bf78-bd337204311a",
-        },
-        entries: 81,
-      },
-      {
-        MMR: 1317.67,
-        user: {
-          discordName: "Thunder",
-          id: "0119930f-55f7-415d-87e5-f7f1e652e0e6",
-        },
-        entries: 37,
-      },
-      {
-        MMR: 1317,
-        user: {
-          discordName: "ωανε",
-          id: "6343aa2e-2a83-4063-a052-ca5a81fc922c",
-        },
-        entries: 45,
-      },
-      {
-        MMR: 1313.08,
-        user: {
-          discordName: "stalk",
-          id: "308102d0-0430-4461-a7db-3723b9c97fce",
-        },
-        entries: 43,
-      },
-      {
-        MMR: 1311.72,
-        user: {
-          discordName: "anger",
-          id: "994ce9e6-bc2f-4bef-b62e-bcb878935d20",
-        },
-        entries: 42,
-      },
-      {
-        MMR: 1298.7,
-        user: {
-          discordName: "home!",
-          id: "a8fe89c9-e1be-4b2c-bc76-6ce274f89d13",
-        },
-        entries: 49,
-      },
-      {
-        MMR: 1289.2,
-        user: {
-          discordName: "Wadsm",
-          id: "d390e417-788b-48e2-b5bc-7ca562cee597",
-        },
-        entries: 54,
-      },
-      {
-        MMR: 1288.23,
-        user: {
-          discordName: "Shak!",
-          id: "50b50376-f2b2-47b8-9403-414f0bdd54f7",
-        },
-        entries: 33,
-      },
-      {
-        MMR: 1286.89,
-        user: {
-          discordName: "IsabelT.J.",
-          id: "3beb7b7c-319c-4f72-95a7-ae12b42835d7",
-        },
-        entries: 51,
-      },
-      {
-        MMR: 1286.41,
-        user: {
-          discordName: "sighnaps",
-          id: "40d0175f-1039-4405-b394-6be4e6672f0b",
-        },
-        entries: 33,
-      },
-      {
-        MMR: 1285.53,
-        user: {
-          discordName: "phoenix",
-          id: "a2c2e650-bc13-438f-8f15-99b4ef2399ed",
-        },
-        entries: 68,
-      },
-      {
-        MMR: 1283.37,
-        user: {
-          discordName: "Dark!",
-          id: "97d30fb8-db11-422b-94ac-1c63707b87ca",
-        },
-        entries: 75,
-      },
-      {
-        MMR: 1274.96,
-        user: {
-          discordName: "jayy_sushi",
-          id: "596ef771-1165-4232-85f9-cc0fa690b884",
-        },
-        entries: 68,
-      },
-      {
-        MMR: 1274.27,
-        user: {
-          discordName: "Yng Obito",
-          id: "673a4ed3-b4eb-4dab-9510-68f36b2bc750",
-        },
-        entries: 29,
-      },
-      {
-        MMR: 1271.85,
-        user: {
-          discordName: "WMehdi",
-          id: "c85300f6-af33-4698-a5fa-552fc9a1afc3",
-        },
-        entries: 73,
-      },
-      {
-        MMR: 1268.9,
-        user: {
-          discordName: "zeke🌎🎯",
-          id: "50ec7e14-d905-4fbe-943d-8cb0a28eafaa",
-        },
-        entries: 55,
-      },
-      {
-        MMR: 1267.21,
-        user: {
-          discordName: "Alexx",
-          id: "a5903ef9-2623-483a-94fb-083db546949e",
-        },
-        entries: 67,
-      },
-      {
-        MMR: 1266.46,
-        user: {
-          discordName: ".q",
-          id: "d7bffb8e-0bdf-4a91-9a8b-2f45b6c1a14a",
-        },
-        entries: 27,
-      },
-      {
-        MMR: 1264.64,
-        user: {
-          discordName: "gos🦋",
-          id: "cde2aadd-1c4d-49ce-8a93-cb49c5c38c27",
-        },
-        entries: 90,
-      },
-      {
-        MMR: 1261.86,
-        user: {
-          discordName: "Trizy",
-          id: "256e8e1d-cc9f-4fa7-8141-7036a5d946da",
-        },
-        entries: 41,
-      },
-      {
-        MMR: 1260.74,
-        user: {
-          discordName: "Isaac",
-          id: "3e9001df-a222-449d-bc03-dd121cb6aeb6",
-        },
-        entries: 67,
-      },
-      {
-        MMR: 1260.66,
-        user: {
-          discordName: "n.",
-          id: "ec9bbff2-ff1c-4ae3-ab1b-8e169619747f",
-        },
-        entries: 15,
-      },
-      {
-        MMR: 1259.67,
-        user: {
-          discordName: "SMEXY LEGEND",
-          id: "10edd2dd-7532-4c25-a60e-00373879f2ad",
-        },
-        entries: 43,
-      },
-      {
-        MMR: 1257.27,
-        user: {
-          discordName: "axis",
-          id: "ee652292-367d-4873-a2f0-7f0d9bef6923",
-        },
-        entries: 61,
-      },
-      {
-        MMR: 1256.5,
-        user: {
-          discordName: "Leafiiii",
-          id: "7d223b7e-d263-4560-a601-7e33cbfcf4aa",
-        },
-        entries: 31,
-      },
-      {
-        MMR: 1250.55,
-        user: {
-          discordName: "2ƒяesн4γoυ",
-          id: "f0d3b378-9ed7-461e-96cc-423282ffd939",
-        },
-        entries: 72,
-      },
-      {
-        MMR: 1249.02,
-        user: {
-          discordName: "Heaven",
-          id: "6e057559-ac77-41c3-901a-6aa028f0d5e1",
-        },
-        entries: 42,
-      },
-      {
-        MMR: 1248.38,
-        user: {
-          discordName: "KyochaN",
-          id: "f4a18836-0642-46a9-a78d-02c03c840777",
-        },
-        entries: 59,
-      },
-      {
-        MMR: 1245.58,
-        user: {
-          discordName: "~Ulysse~",
-          id: "2637d6f1-8058-41a4-8a6e-ce77ae36a4df",
-        },
-        entries: 34,
-      },
-      {
-        MMR: 1243.14,
-        user: {
-          discordName: "PikminX",
-          id: "6a32729e-f5b3-46fa-a12f-9fb15bb49b85",
-        },
-        entries: 29,
-      },
-      {
-        MMR: 1240.48,
-        user: {
-          discordName: "boi_†",
-          id: "b4d5bf5a-0baf-4a86-a823-d0d98b08477c",
-        },
-        entries: 50,
-      },
-      {
-        MMR: 1240.2,
-        user: {
-          discordName: "Twig",
-          id: "f73b2d03-ec2e-4fe1-9bcf-d5d45c289e6a",
-        },
-        entries: 23,
-      },
-      {
-        MMR: 1238.14,
-        user: {
-          discordName: "ice",
-          id: "8441036a-25ab-4139-87f1-8bd95173e600",
-        },
-        entries: 15,
-      },
-      {
-        MMR: 1237.79,
-        user: {
-          discordName: "biscuit",
-          id: "a43ad493-9951-4535-8804-9fdabb67b257",
-        },
-        entries: 23,
-      },
-      {
-        MMR: 1236.81,
-        user: {
-          discordName: "senø",
-          id: "2eeba6e4-5777-44bd-b5ae-d1b7068c6cdc",
-        },
-        entries: 24,
-      },
-      {
-        MMR: 1236.65,
-        user: {
-          discordName: "Caden",
-          id: "729e8fd0-6c3f-46b4-af12-2ded48b1ceb2",
-        },
-        entries: 24,
-      },
-      {
-        MMR: 1236.45,
-        user: {
-          discordName: "Pelu",
-          id: "f4f43d00-74fe-4603-beb8-eebfa9ef8ff3",
-        },
-        entries: 63,
-      },
-      {
-        MMR: 1236.21,
-        user: {
-          discordName: "Azo",
-          id: "7acf69b7-5980-4dfd-a149-357bc27d54ea",
-        },
-        entries: 34,
-      },
-      {
-        MMR: 1235.2,
-        user: {
-          discordName: "Hyeon",
-          id: "67bf2a2f-5090-4cab-ba64-d6afff96f27e",
-        },
-        entries: 70,
-      },
-      {
-        MMR: 1234.81,
-        user: {
-          discordName: "Jay'",
-          id: "cabd813b-13ee-4b51-a7be-bbeb0359b801",
-        },
-        entries: 45,
-      },
-      {
-        MMR: 1233.54,
-        user: {
-          discordName: "ИX!",
-          id: "bd2ae41f-9bcc-4de5-86ed-4a695019a43e",
-        },
-        entries: 14,
-      },
-      {
-        MMR: 1232.39,
-        user: {
-          discordName: "SporeCloud",
-          id: "35140557-0caf-4579-9183-9dfd2bd46a04",
-        },
-        entries: 36,
-      },
-      {
-        MMR: 1230.93,
-        user: {
-          discordName: "Skyy",
-          id: "75348499-53ec-4097-8fc9-977a6b37633d",
-        },
-        entries: 46,
-      },
-      {
-        MMR: 1228.39,
-        user: {
-          discordName: "Chara",
-          id: "e45eb016-3556-48a9-b7d9-ec83f2f8b659",
-        },
-        entries: 70,
-      },
-      {
-        MMR: 1227.81,
-        user: {
-          discordName: "Luke",
-          id: "30425669-1eeb-4183-a300-c48d45f0771d",
-        },
-        entries: 61,
-      },
-      {
-        MMR: 1227.44,
-        user: {
-          discordName: "Eclipse",
-          id: "a4ec3f7e-47ee-4c3a-91ee-3eb9d00fbcd2",
-        },
-        entries: 19,
-      },
-      {
-        MMR: 1226.39,
-        user: {
-          discordName: "Shadowind",
-          id: "81dcba64-0f6d-40a5-a36c-0153f7d3bab8",
-        },
-        entries: 61,
-      },
-      {
-        MMR: 1223.38,
-        user: {
-          discordName: "Gettway🧃🍇🍒",
-          id: "1c9845d1-be21-4e4f-9dbf-8414f7fbda16",
-        },
-        entries: 37,
-      },
-      {
-        MMR: 1222.19,
-        user: {
-          discordName: "Volty",
-          id: "5736ad3b-3f86-4aeb-830f-7e3403a85db5",
-        },
-        entries: 39,
-      },
-      {
-        MMR: 1218.89,
-        user: {
-          discordName: "Exy",
-          id: "da9d01b1-f3cf-4376-b132-7d615faffa13",
-        },
-        entries: 64,
-      },
-      {
-        MMR: 1217.96,
-        user: {
-          discordName: "bran",
-          id: "85339ded-0d69-41fa-9e03-ddf55b11e738",
-        },
-        entries: 21,
-      },
-      {
-        MMR: 1217.08,
-        user: {
-          discordName: "Nepia",
-          id: "e7102dc9-1ea0-4eea-8728-78772c0eb5eb",
-        },
-        entries: 56,
-      },
-      {
-        MMR: 1214.15,
-        user: {
-          discordName: "ovayya",
-          id: "3f95cfcf-6b9e-43fa-99e3-bab9c1a5017b",
-        },
-        entries: 36,
-      },
-      {
-        MMR: 1213.28,
-        user: {
-          discordName: "Danish",
-          id: "349f3f04-dd72-4e81-a2e7-f7bb8db6429e",
-        },
-        entries: 34,
-      },
-      {
-        MMR: 1212.63,
-        user: {
-          discordName: "Bagel",
-          id: "6ce34fea-7192-4f28-a290-653c0a410616",
-        },
-        entries: 12,
-      },
-      {
-        MMR: 1212.43,
-        user: {
-          discordName: "Miner",
-          id: "8a4b4738-17d4-44c5-b1bb-ea86d84fa9dd",
-        },
-        entries: 36,
-      },
-      {
-        MMR: 1211.91,
-        user: {
-          discordName: "yoshi_",
-          id: "80dee57b-884a-4c21-841e-a7eab15e6ea3",
-        },
-        entries: 68,
-      },
-      {
-        MMR: 1211.45,
-        user: {
-          discordName: "Lex",
-          id: "59c08ec3-5c5f-4437-a87c-dac2e7c26e7e",
-        },
-        entries: 84,
-      },
-      {
-        MMR: 1210.48,
-        user: {
-          discordName: "tacko",
-          id: "d4d01508-9c0f-43de-a284-4cd69568fc83",
-        },
-        entries: 57,
-      },
-      {
-        MMR: 1209.68,
-        user: {
-          discordName: "Kelpdrew",
-          id: "ccdd1dbb-a474-4e11-9011-41c1389101f7",
-        },
-        entries: 59,
-      },
-      {
-        MMR: 1207.67,
-        user: {
-          discordName: "Toyoben",
-          id: "25a1d3b1-9109-4d24-aa26-345dd12c1b31",
-        },
-        entries: 50,
-      },
-      {
-        MMR: 1206.85,
-        user: {
-          discordName: "tommithy",
-          id: "3ee8d2ab-977c-4d0a-bb92-feb451e4eaea",
-        },
-        entries: 42,
-      },
-      {
-        MMR: 1206.85,
-        user: {
-          discordName: "Morphyy",
-          id: "83df933d-1582-43a2-9cf2-e1baaebc9f01",
-        },
-        entries: 43,
-      },
-      {
-        MMR: 1205.73,
-        user: {
-          discordName: "King 👑",
-          id: "0962f135-9971-4ac8-8605-4460d073819f",
-        },
-        entries: 117,
-      },
-      {
-        MMR: 1204.42,
-        user: {
-          discordName: "Smile",
-          id: "d74c7718-217e-41dc-a133-75dc10f27513",
-        },
-        entries: 52,
-      },
-      {
-        MMR: 1202.64,
-        user: {
-          discordName: "An☂o",
-          id: "1db8a371-fb8f-44cb-8fc3-07e13726d075",
-        },
-        entries: 43,
-      },
-      {
-        MMR: 1201.28,
-        user: {
-          discordName: "Lucaas",
-          id: "29011558-8489-4b25-bc86-ae54cb3cbd84",
-        },
-        entries: 56,
-      },
-      {
-        MMR: 1200.83,
-        user: {
-          discordName: "REDSPY",
-          id: "ca619fcb-6997-4627-b688-148475dfb1ce",
-        },
-        entries: 69,
-      },
-      {
-        MMR: 1199.32,
-        user: {
-          discordName: "samacado",
-          id: "bbd280d9-f446-4740-9229-d84f11525a39",
-        },
-        entries: 15,
-      },
-      {
-        MMR: 1198.67,
-        user: {
-          discordName: "Synphu",
-          id: "4ed62368-faf1-42ed-baa4-73533f8da1c2",
-        },
-        entries: 63,
-      },
-      {
-        MMR: 1197.67,
-        user: {
-          discordName: "prosper",
-          id: "2340fd3a-e012-4ff3-9a22-52d2428090cf",
-        },
-        entries: 68,
-      },
-      {
-        MMR: 1196.98,
-        user: {
-          discordName: "Mαx",
-          id: "8bbca3c7-bc7a-4301-ae11-ee57ca1a3a0a",
-        },
-        entries: 62,
-      },
-      {
-        MMR: 1195.75,
-        user: {
-          discordName: "Fantarrr",
-          id: "2a60e946-7926-4eac-ad1c-3d8587ede50c",
-        },
-        entries: 94,
-      },
-      {
-        MMR: 1194.99,
-        user: {
-          discordName: "Maxim",
-          id: "e6d7f899-714a-4f14-99bd-68309a72d0f0",
-        },
-        entries: 44,
-      },
-      {
-        MMR: 1194.58,
-        user: {
-          discordName: "Lorraine",
-          id: "cc9af7ec-6a85-4a8e-a139-41eba3cc21ad",
-        },
-        entries: 37,
-      },
-      {
-        MMR: 1193.63,
-        user: {
-          discordName: "Dafter",
-          id: "04f3e8f9-20a4-41b1-91c8-78a6a8205536",
-        },
-        entries: 73,
-      },
-      {
-        MMR: 1193.33,
-        user: {
-          discordName: "Orion",
-          id: "b002243a-5d05-4778-a54d-2dbbdfdbdef9",
-        },
-        entries: 21,
-      },
-      {
-        MMR: 1191.67,
-        user: {
-          discordName: "Kaldemar",
-          id: "fd3eb46d-8459-4657-bbbc-66794064a004",
-        },
-        entries: 29,
-      },
-      {
-        MMR: 1191.31,
-        user: {
-          discordName: "Berry",
-          id: "68d07734-849e-4ecd-8e59-02c5a3e51056",
-        },
-        entries: 38,
-      },
-      {
-        MMR: 1190.99,
-        user: {
-          discordName: "Channo",
-          id: "e248151a-4d57-4349-a83d-39c0f70890d6",
-        },
-        entries: 46,
-      },
-      {
-        MMR: 1190.59,
-        user: {
-          discordName: "kiwi",
-          id: "2f577e28-3916-468e-a35c-60f4adbaee95",
-        },
-        entries: 27,
-      },
-      {
-        MMR: 1189.43,
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-        user: {
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-          id: "0a92feaf-9ec1-4008-a8d6-995692a5fc70",
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-        entries: 7,
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-      {
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-        user: {
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-          id: "36f1c1f7-feae-4097-a0c0-b3b9ba36c18f",
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-      {
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-        entries: 10,
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-    ],
-  };
-}
diff --git a/app/utils/redis.server.ts b/app/utils/redis.server.ts
new file mode 100644
index 000000000..a58c6caea
--- /dev/null
+++ b/app/utils/redis.server.ts
@@ -0,0 +1,40 @@
+import Redis from "ioredis";
+
+let redis: Redis;
+
+declare global {
+  // eslint-disable-next-line no-var
+  var __redis: Redis | undefined;
+}
+
+// this is needed because in development we don't want to restart
+// the server with every change, but we want to make sure we don't
+// create a new connection to the Redis with every change either.
+if (process.env.NODE_ENV === "production" && process.env.REDIS_URL) {
+  redis = new Redis(process.env.REDIS_URL);
+} else if (process.env.REDIS_URL) {
+  if (!global.__redis) {
+    global.__redis = new Redis(process.env.REDIS_URL);
+  }
+  redis = global.__redis;
+}
+
+export async function cached<T>({
+  secondsToExpire,
+  call,
+  key,
+}: {
+  key: string;
+  call: () => Promise<T>;
+  secondsToExpire: number;
+}) {
+  if (!redis) return call();
+
+  const fromRedis = await redis.get(key);
+  if (fromRedis) return JSON.parse(fromRedis) as T;
+
+  const result = await call();
+  await redis.set(key, JSON.stringify(result), "EX", secondsToExpire);
+
+  return result;
+}
diff --git a/package-lock.json b/package-lock.json
index d79acb03d..d07c3f87a 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -24,6 +24,7 @@
         "cross-env": "^7.0.3",
         "express": "^4.17.3",
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@@ -2719,6 +2725,14 @@
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+      "resolved": "https://registry.npmjs.org/denque/-/denque-2.0.1.tgz",
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@@ -5892,6 +5914,50 @@
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+    "node_modules/ioredis": {
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+      "resolved": "https://registry.npmjs.org/ioredis/-/ioredis-5.0.1.tgz",
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+        "cluster-key-slot": "^1.1.0",
+        "debug": "^4.3.4",
+        "denque": "^2.0.1",
+        "lodash.defaults": "^4.2.0",
+        "lodash.isarguments": "^3.1.0",
+        "redis-errors": "^1.2.0",
+        "redis-parser": "^3.0.0",
+        "standard-as-callback": "^2.1.0"
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+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/ioredis"
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+    "node_modules/ioredis/node_modules/debug": {
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+      "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.4.tgz",
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+    "node_modules/ioredis/node_modules/ms": {
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+      "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
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       "license": "MIT",
@@ -6671,6 +6737,16 @@
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+      "integrity": "sha1-0JF4cW/+pN3p5ft7N/bwgCJ0WAw="
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+      "resolved": "https://registry.npmjs.org/lodash.isarguments/-/lodash.isarguments-3.1.0.tgz",
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@@ -9573,6 +9649,25 @@
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+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/redis-errors/-/redis-errors-1.2.0.tgz",
+      "integrity": "sha1-62LSrbFeTq9GEMBK/hUpOEJQq60=",
+      "engines": {
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+    "node_modules/redis-parser": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/redis-parser/-/redis-parser-3.0.0.tgz",
+      "integrity": "sha1-tm2CjNyv5rS4pCin3vTGvKwxyLQ=",
+      "dependencies": {
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       "version": "0.13.9",
       "license": "MIT"
@@ -10387,6 +10482,11 @@
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+    "node_modules/standard-as-callback": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/standard-as-callback/-/standard-as-callback-2.1.0.tgz",
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+    },
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@@ -12401,6 +12501,11 @@
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     },
+    "@ioredis/commands": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/@ioredis/commands/-/commands-1.1.1.tgz",
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@@ -14047,6 +14152,11 @@
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+    "cluster-key-slot": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/cluster-key-slot/-/cluster-key-slot-1.1.0.tgz",
+      "integrity": "sha512-2Nii8p3RwAPiFwsnZvukotvow2rIHM+yQ6ZcBXGHdniadkYGZYiGmkHJIbZPIV9nfv7m/U1IPMVVcAhoWFeklw=="
+    },
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       "version": "1.9.3",
       "dev": true,
@@ -14561,6 +14671,11 @@
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+    "denque": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/denque/-/denque-2.0.1.tgz",
+      "integrity": "sha512-tfiWc6BQLXNLpNiR5iGd0Ocu3P3VpxfzFiqubLgMfhfOw9WyvgJBd46CClNn9k3qfbjvT//0cf7AlYRX/OslMQ=="
+    },
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@@ -16178,6 +16293,37 @@
         "side-channel": "^1.0.4"
       }
     },
+    "ioredis": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ioredis/-/ioredis-5.0.1.tgz",
+      "integrity": "sha512-/5MF5vnUQf1o3+sy/pnkce5K8zdSMTcTgpRUW5oGGT+mEsgd1r7YLRPZ+zWGb9hbZXE3BJCgphc2eESm+2d9KA==",
+      "requires": {
+        "@ioredis/commands": "^1.1.1",
+        "cluster-key-slot": "^1.1.0",
+        "debug": "^4.3.4",
+        "denque": "^2.0.1",
+        "lodash.defaults": "^4.2.0",
+        "lodash.isarguments": "^3.1.0",
+        "redis-errors": "^1.2.0",
+        "redis-parser": "^3.0.0",
+        "standard-as-callback": "^2.1.0"
+      },
+      "dependencies": {
+        "debug": {
+          "version": "4.3.4",
+          "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.4.tgz",
+          "integrity": "sha512-PRWFHuSU3eDtQJPvnNY7Jcket1j0t5OuOsFzPPzsekD52Zl8qUfFIPEiswXqIvHWGVHOgX+7G/vCNNhehwxfkQ==",
+          "requires": {
+            "ms": "2.1.2"
+          }
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+        "ms": {
+          "version": "2.1.2",
+          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
+          "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w=="
+        }
+      }
+    },
     "ipaddr.js": {
       "version": "1.9.1"
     },
@@ -16667,6 +16813,16 @@
       "version": "4.0.8",
       "dev": true
     },
+    "lodash.defaults": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/lodash.defaults/-/lodash.defaults-4.2.0.tgz",
+      "integrity": "sha1-0JF4cW/+pN3p5ft7N/bwgCJ0WAw="
+    },
+    "lodash.isarguments": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/lodash.isarguments/-/lodash.isarguments-3.1.0.tgz",
+      "integrity": "sha1-L1c9hcaiQon/AGY7SRwdM4/zRYo="
+    },
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       "version": "4.6.2",
       "resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
@@ -18530,6 +18686,19 @@
         "strip-indent": "^3.0.0"
       }
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+    "redis-errors": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/redis-errors/-/redis-errors-1.2.0.tgz",
+      "integrity": "sha1-62LSrbFeTq9GEMBK/hUpOEJQq60="
+    },
+    "redis-parser": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/redis-parser/-/redis-parser-3.0.0.tgz",
+      "integrity": "sha1-tm2CjNyv5rS4pCin3vTGvKwxyLQ=",
+      "requires": {
+        "redis-errors": "^1.0.0"
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       "version": "0.13.9"
     },
@@ -19138,6 +19307,11 @@
         "minipass": "^3.1.1"
       }
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+    "standard-as-callback": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/standard-as-callback/-/standard-as-callback-2.1.0.tgz",
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+    },
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diff --git a/package.json b/package.json
index dd83ec0cd..0a2b7db94 100644
--- a/package.json
+++ b/package.json
@@ -44,6 +44,7 @@
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     "express": "^4.17.3",
     "fuse.js": "^6.5.3",
+    "ioredis": "^5.0.1",
     "just-clone": "^5.0.1",
     "just-shuffle": "^4.0.1",
     "morgan": "^1.10.0",