diff --git a/apps/www/src/pages/api/v0/history/[server]/get-daily-data.ts b/apps/www/src/pages/api/v0/history/[server]/get-daily-data.ts
index fff7620..c6d4a8f 100644
--- a/apps/www/src/pages/api/v0/history/[server]/get-daily-data.ts
+++ b/apps/www/src/pages/api/v0/history/[server]/get-daily-data.ts
@@ -28,35 +28,66 @@
  * OTHER DEALINGS IN THE SOFTWARE.
  */
 
-import { MongoClient } from "mongodb";
-import { NextApiRequest, NextApiResponse } from "next";
+import type { NextApiRequest, NextApiResponse } from "next";
+import { MongoClient as MongoClientImpl } from "mongodb";
+
+interface DailyAverage {
+  day: string;
+  result: number;
+}
+
+interface ResponseData {
+  result: DailyAverage[];
+}
 
 export default async function handler(
   req: NextApiRequest,
-  res: NextApiResponse
+  res: NextApiResponse<ResponseData | { message: string }>
 ) {
-    const client = new MongoClient(process.env.MONGO_DB as string);
+  const client = new MongoClientImpl(process.env.MONGO_DB as string);
+
+  try {
     const db = client.db("mhsf").collection("history");
     const server = req.query.server as string;
+    const daysOfWeek = [
+      "Sunday",
+      "Monday",
+      "Tuesday",
+      "Wednesday",
+      "Thursday",
+      "Friday",
+      "Saturday",
+    ];
 
-    const daysOfWeek =  ['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday']
-	const result = await Promise.all([1,2,3,4,5,6,7].map(async (c) => {
-		const results = await db.find({ 
-			$and: [
-				{ server },
-				{ $expr: { $eq: [{ $dayOfWeek: "$date" }, c] } }
-			]
-		}).toArray()
+    // Use MongoDB aggregation pipeline for better performance
+    const dailyAverages = (await db
+      .aggregate([
+        {
+          $match: { server },
+        },
+        {
+          $group: {
+            _id: { $dayOfWeek: "$date" },
+            averagePlayerCount: { $avg: "$player_count" },
+          },
+        },
+        {
+          $project: {
+            _id: 0,
+            day: { $arrayElemAt: [daysOfWeek, { $subtract: ["$_id", 1] }] },
+            result: { $floor: "$averagePlayerCount" },
+          },
+        },
+        {
+          $sort: { _id: 1 },
+        },
+      ])
+      .toArray()) as DailyAverage[];
 
-		if (results.length !== 0) {
-			const averageNums = (results as any as {player_count: number}[]).map((x: {player_count: number}) => x.player_count)
-			const average = averageNums.reduce((sum, val) => sum + val, 0) / averageNums.length;
-
-			return { day: daysOfWeek[c - 1], result: Math.floor(average) };
-		}
-		return undefined;
-	}));
-
-	client.close()
-	res.send({result: result.filter((c) => c !== undefined)});
-}
\ No newline at end of file
+    res.send({ result: dailyAverages });
+  } catch (error) {
+    res.status(500).json({ message: "An error occurred while fetching data" });
+  } finally {
+    await client.close();
+  }
+}
diff --git a/apps/www/src/pages/api/v0/history/[server]/get-historical-data.ts b/apps/www/src/pages/api/v0/history/[server]/get-historical-data.ts
index 7d5f5e8..3f4441e 100644
--- a/apps/www/src/pages/api/v0/history/[server]/get-historical-data.ts
+++ b/apps/www/src/pages/api/v0/history/[server]/get-historical-data.ts
@@ -28,35 +28,64 @@
  * OTHER DEALINGS IN THE SOFTWARE.
  */
 
-import { MongoClient } from "mongodb";
-import { NextApiRequest, NextApiResponse } from "next";
+import type { NextApiRequest, NextApiResponse } from "next";
+import { MongoClient as MongoClientImpl } from "mongodb";
+
+// Define types for our data
+interface ServerHistoricalRecord {
+  server: string;
+  [key: string]: unknown;
+}
+
+interface ResponseData {
+  data: Record<string, unknown>[];
+}
 
 export default async function handler(
   req: NextApiRequest,
-  res: NextApiResponse
+  res: NextApiResponse<ResponseData | { message: string }>
 ) {
-  const client = new MongoClient(process.env.MONGO_DB as string);
-  const db = client.db("mhsf").collection("historical");
-  const server = req.query.server as string;
-  const scopes: Array<string> = checkForInfoOrLeave(res, req.body.scopes);
+  const client = new MongoClientImpl(process.env.MONGO_DB as string);
 
-  const allData = await db.find({ server }).toArray();
-  const data: any[] = [];
+  try {
+    const db = client.db("mhsf").collection("historical");
+    const server = req.query.server as string;
+    const scopes: string[] = checkForInfoOrLeave(res, req.body.scopes);
 
-  allData.forEach((d) => {
-    const result: any = {};
-    scopes.forEach((b) => {
-      result[b] = d[b];
+    // Only fetch the fields we need using projection
+    const projection: Record<string, 1> = { server: 1 };
+    for (const scope of scopes) {
+      projection[scope] = 1;
+    }
+
+    const allData = await db
+      .find<ServerHistoricalRecord>({ server }, { projection })
+      .toArray();
+
+    // Use map instead of forEach for better performance
+    const data = allData.map((d) => {
+      const result: Record<string, unknown> = {};
+      for (const scope of scopes) {
+        result[scope] = d[scope];
+      }
+      return result;
     });
-    data.push(result);
-  });
 
-  client.close();
-  res.send({ data });
+    res.send({ data });
+  } catch (error) {
+    res.status(500).json({ message: "An error occurred while fetching data" });
+  } finally {
+    await client.close();
+  }
 }
 
-function checkForInfoOrLeave(res: NextApiResponse, info: any) {
-  if (info == undefined)
+function checkForInfoOrLeave(
+  res: NextApiResponse,
+  info: string[] | undefined
+): string[] {
+  if (info === undefined) {
     res.status(400).json({ message: "Information wasn't supplied" });
+    return [];
+  }
   return info;
 }
diff --git a/apps/www/src/pages/api/v0/history/[server]/get-monthly-data.ts b/apps/www/src/pages/api/v0/history/[server]/get-monthly-data.ts
index 84a5313..0767663 100644
--- a/apps/www/src/pages/api/v0/history/[server]/get-monthly-data.ts
+++ b/apps/www/src/pages/api/v0/history/[server]/get-monthly-data.ts
@@ -28,35 +28,78 @@
  * OTHER DEALINGS IN THE SOFTWARE.
  */
 
-import { MongoClient } from "mongodb";
-import { NextApiRequest, NextApiResponse } from "next";
+import type { NextApiRequest, NextApiResponse } from "next";
+import { MongoClient as MongoClientImpl } from "mongodb";
+
+interface MonthlyAverage {
+  month: string;
+  result: number;
+}
+
+interface ResponseData {
+  result: MonthlyAverage[];
+}
 
 export default async function handler(
   req: NextApiRequest,
-  res: NextApiResponse
+  res: NextApiResponse<ResponseData | { message: string }>
 ) {
-    const client = new MongoClient(process.env.MONGO_DB as string);
+  const client = new MongoClientImpl(process.env.MONGO_DB as string);
+
+  try {
     const db = client.db("mhsf").collection("history");
     const server = req.query.server as string;
+    const months = [
+      "January",
+      "February",
+      "March",
+      "April",
+      "May",
+      "June",
+      "July",
+      "August",
+      "September",
+      "October",
+      "November",
+      "December",
+    ];
+    const currentYear = new Date().getFullYear();
 
-    const months =  ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December']
-	const result = await Promise.all([1,2,3,4,5,6,7,8,9,10,11,12].map(async (c) => {
-		const results = await db.find({ 
-			$and: [
-				{ server },
-				{ date: { $gte: new Date(new Date().getFullYear(), c - 1, 1), $lt: new Date(new Date().getFullYear(), c, 1) } }
-			]
-		}).toArray()
+    // Use MongoDB aggregation pipeline for better performance
+    const monthlyAverages = (await db
+      .aggregate([
+        {
+          $match: {
+            server,
+            date: {
+              $gte: new Date(currentYear, 0, 1),
+              $lt: new Date(currentYear + 1, 0, 1),
+            },
+          },
+        },
+        {
+          $group: {
+            _id: { $month: "$date" },
+            averagePlayerCount: { $avg: "$player_count" },
+          },
+        },
+        {
+          $project: {
+            _id: 0,
+            month: { $arrayElemAt: [months, { $subtract: ["$_id", 1] }] },
+            result: { $floor: "$averagePlayerCount" },
+          },
+        },
+        {
+          $sort: { _id: 1 },
+        },
+      ])
+      .toArray()) as MonthlyAverage[];
 
-		if (results.length !== 0) {
-			const averageNums = (results as any as {player_count: number}[]).map((x: {player_count: number}) => x.player_count)
-			const average = averageNums.reduce((sum, val) => sum + val, 0) / averageNums.length;
-
-			return { month: months[c - 1], result: Math.floor(average) };
-		}
-		return undefined;
-	}));
-
-	client.close()
-	res.send({result: result.filter((c) => c !== undefined)});
-}
\ No newline at end of file
+    res.send({ result: monthlyAverages });
+  } catch (error) {
+    res.status(500).json({ message: "An error occurred while fetching data" });
+  } finally {
+    await client.close();
+  }
+}
diff --git a/apps/www/src/pages/api/v0/history/[server]/get-relative-data.ts b/apps/www/src/pages/api/v0/history/[server]/get-relative-data.ts
index d762bd2..bbfa7dc 100644
--- a/apps/www/src/pages/api/v0/history/[server]/get-relative-data.ts
+++ b/apps/www/src/pages/api/v0/history/[server]/get-relative-data.ts
@@ -28,42 +28,92 @@
  * OTHER DEALINGS IN THE SOFTWARE.
  */
 
-import { MongoClient } from "mongodb";
-import { NextApiRequest, NextApiResponse } from "next";
+import type { NextApiRequest, NextApiResponse } from "next";
+import { MongoClient as MongoClientImpl } from "mongodb";
+
+interface ServerHistoryRecord {
+  server: string;
+  player_count: number;
+  date: Date;
+}
+
+interface MHRecord {
+  total_players: number;
+  date: Date;
+}
+
+interface RelativeData {
+  relativePrecentage: number;
+  date: Date;
+}
+
+interface ResponseData {
+  data: RelativeData[];
+}
 
 export default async function handler(
   req: NextApiRequest,
-  res: NextApiResponse
+  res: NextApiResponse<ResponseData | { message: string }>
 ) {
-  const client = new MongoClient(process.env.MONGO_DB as string);
-  const db = client.db("mhsf").collection("history");
-  const mh = client.db("mhsf").collection("mh");
-  const server = req.query.server as string;
+  const client = new MongoClientImpl(process.env.MONGO_DB as string);
 
-  const allData = await db.find({ server }).toArray();
-  const data: any[] = [];
-  if (server === "peww") console.log(allData.slice(-30));
+  try {
+    const db = client.db("mhsf").collection("history");
+    const mh = client.db("mhsf").collection("mh");
+    const server = req.query.server as string;
 
-  for (const d of allData.slice(-30)) {
-    const dateOfEntry = new Date(d.date);
-    const result = await mh
-      .find({
-        date: {
-          $gte: new Date(dateOfEntry.getTime() - 1000 * 60 * 60),
-          $lt: new Date(dateOfEntry.getTime() + 1000 * 60 * 60),
-        },
-      })
+    // Get only the last 30 records with needed fields
+    const recentData = await db
+      .find<ServerHistoryRecord>(
+        { server },
+        {
+          projection: { player_count: 1, date: 1 },
+          sort: { date: -1 },
+          limit: 30,
+        }
+      )
       .toArray();
 
-    if (result.length > 0) {
-      const resultedData = result[0];
-      data.push({
-        relativePrecentage: d.player_count / resultedData.total_players,
-        date: dateOfEntry,
-      });
-    }
-  }
+    const data: RelativeData[] = [];
 
-  client.close();
-  res.send({ data });
+    // Process in batches to reduce the number of database queries
+    const batchSize = 5;
+    for (let i = 0; i < recentData.length; i += batchSize) {
+      const batch = recentData.slice(i, i + batchSize);
+      const batchQueries = batch.map(async (d) => {
+        const dateOfEntry = new Date(d.date);
+        const hourBefore = new Date(dateOfEntry.getTime() - 1000 * 60 * 60);
+        const hourAfter = new Date(dateOfEntry.getTime() + 1000 * 60 * 60);
+
+        const result = await mh.findOne<MHRecord>(
+          {
+            date: {
+              $gte: hourBefore,
+              $lt: hourAfter,
+            },
+          },
+          { projection: { total_players: 1, date: 1 } }
+        );
+
+        if (result) {
+          return {
+            relativePrecentage: d.player_count / result.total_players,
+            date: dateOfEntry,
+          };
+        }
+        return null;
+      });
+
+      const batchResults = await Promise.all(batchQueries);
+      data.push(
+        ...batchResults.filter((item): item is RelativeData => item !== null)
+      );
+    }
+
+    res.send({ data });
+  } catch (error) {
+    res.status(500).json({ message: "An error occurred while fetching data" });
+  } finally {
+    await client.close();
+  }
 }
diff --git a/apps/www/src/pages/api/v0/history/[server]/get-short-term-data.ts b/apps/www/src/pages/api/v0/history/[server]/get-short-term-data.ts
index fbf79e2..e1b4a63 100644
--- a/apps/www/src/pages/api/v0/history/[server]/get-short-term-data.ts
+++ b/apps/www/src/pages/api/v0/history/[server]/get-short-term-data.ts
@@ -1,67 +1,67 @@
-/*
- * MHSF, Minehut Server List
- * All external content is rather licensed under the ECA Agreement
- * located here: https://mhsf.app/docs/legal/external-content-agreement
- *
- * All code under MHSF is licensed under the MIT License
- * by open source contributors
- *
- * Copyright (c) 2025 dvelo
- *
- * Permission is hereby granted, free of charge, to any person obtaining a copy
- * of this software and associated documentation files (the "Software"), to
- * deal in the Software without restriction, including without limitation the
- * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
- * sell copies of the Software, and to permit persons to whom the Software is
- * furnished to do so, subject to the following conditions:
- *
- * The above copyright notice and this permission notice shall be included in all
- * copies or substantial portions of the Software.
- *
- * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
- * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
- * OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
- * NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
- * HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
- * WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
- * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
- * OTHER DEALINGS IN THE SOFTWARE.
- */
+import type { NextApiRequest, NextApiResponse } from "next";
+import { MongoClient as MongoClientImpl } from "mongodb";
 
-import { MongoClient } from "mongodb";
-import { NextApiRequest, NextApiResponse } from "next";
+// Define types for our data
+interface ServerHistoryRecord {
+  server: string;
+  player_count: number;
+  date: Date;
+  [key: string]: unknown;
+}
+
+interface ResponseData {
+  data: Record<string, unknown>[];
+  dataMax: number;
+}
 
 export default async function handler(
   req: NextApiRequest,
-  res: NextApiResponse
+  res: NextApiResponse<ResponseData | { message: string }>
 ) {
-  const client = new MongoClient(process.env.MONGO_DB as string);
-  const db = client.db("mhsf").collection("history");
-  const server = req.query.server as string;
-  let dataMax = 0;
-  const scopes: Array<string> = checkForInfoOrLeave(res, req.body.scopes);
+  const client = new MongoClientImpl(process.env.MONGO_DB as string);
 
-  const allData = await db.find({ server }).toArray();
-  const data: any[] = [];
+  try {
+    const db = client.db("mhsf").collection("history");
+    const server = req.query.server as string;
+    const scopes: string[] = checkForInfoOrLeave(res, req.body.scopes);
 
-  dataMax = (
-    await db.find({ server }).sort({ player_count: -1 }).limit(1).toArray()
-  )[0].player_count;
+    // Run these queries in parallel for better performance
+    const [allData, maxPlayerData] = await Promise.all([
+      db.find<ServerHistoryRecord>({ server }).toArray(),
+      db
+        .find<ServerHistoryRecord>({ server })
+        .sort({ player_count: -1 })
+        .limit(1)
+        .toArray(),
+    ]);
 
-  allData.forEach((d) => {
-    const result: any = {};
-    scopes.forEach((b) => {
-      result[b] = d[b];
+    const dataMax =
+      maxPlayerData.length > 0 ? maxPlayerData[0].player_count : 0;
+
+    // Use map instead of forEach for better performance
+    const data = allData.map((d) => {
+      const result: Record<string, unknown> = {};
+      for (const scope of scopes) {
+        result[scope] = d[scope];
+      }
+      return result;
     });
-    data.push(result);
-  });
 
-  client.close();
-  res.send({ data, dataMax });
+    res.send({ data, dataMax });
+  } catch (error) {
+    res.status(500).json({ message: "An error occurred while fetching data" });
+  } finally {
+    await client.close();
+  }
 }
 
-function checkForInfoOrLeave(res: NextApiResponse, info: any) {
-  if (info == undefined)
+function checkForInfoOrLeave(
+  res: NextApiResponse,
+  info: string[] | undefined
+): string[] {
+  if (info === undefined) {
     res.status(400).json({ message: "Information wasn't supplied" });
+    return [];
+  }
   return info;
 }