diff --git a/packages/backend/src/db/scylla.ts b/packages/backend/src/db/scylla.ts
index 08c08a0430..1577dbc85c 100644
--- a/packages/backend/src/db/scylla.ts
+++ b/packages/backend/src/db/scylla.ts
@@ -428,13 +428,20 @@ export async function filterReply(
 export async function filterMutedUser(
 	notes: ScyllaNote[],
 	user: { id: User["id"] },
+	mutedIds?: User["id"][],
 	exclude?: User,
 ): Promise<ScyllaNote[]> {
-	const userCache = await UserMutingsCache.init(user.id);
-	let mutedUserIds = await userCache.getAll();
+	let ids: User["id"][];
+
+	if (mutedIds) {
+		ids = mutedIds;
+	} else {
+		const userCache = await UserMutingsCache.init(user.id);
+		ids = await userCache.getAll();
+	}
 
 	if (exclude) {
-		mutedUserIds = mutedUserIds.filter((id) => id !== exclude.id);
+		ids = ids.filter((id) => id !== exclude.id);
 	}
 
 	const instanceCache = await InstanceMutingsCache.init(user.id);
@@ -442,9 +449,9 @@ export async function filterMutedUser(
 
 	return notes.filter(
 		(note) =>
-			!mutedUserIds.includes(note.userId) &&
-			!(note.replyUserId && mutedUserIds.includes(note.replyUserId)) &&
-			!(note.renoteUserId && mutedUserIds.includes(note.renoteUserId)) &&
+			!ids.includes(note.userId) &&
+			!(note.replyUserId && ids.includes(note.replyUserId)) &&
+			!(note.renoteUserId && ids.includes(note.renoteUserId)) &&
 			!(note.userHost && mutedInstances.includes(note.userHost)) &&
 			!(note.replyUserHost && mutedInstances.includes(note.replyUserHost)) &&
 			!(note.renoteUserHost && mutedInstances.includes(note.renoteUserHost)),
@@ -454,44 +461,65 @@ export async function filterMutedUser(
 export async function filterMutedNote(
 	notes: ScyllaNote[],
 	user: { id: User["id"] },
+	mutedWords?: string[][],
 ): Promise<ScyllaNote[]> {
-	const mutedWords = await userWordMuteCache.fetchMaybe(user.id, () =>
-		UserProfiles.findOne({
-			select: ["mutedWords"],
-			where: { userId: user.id },
-		}).then((profile) => profile?.mutedWords),
-	);
+	let words = mutedWords;
 
-	if (!mutedWords) {
-		return notes;
+	if (!words) {
+		words = await userWordMuteCache.fetchMaybe(user.id, () =>
+			UserProfiles.findOne({
+				select: ["mutedWords"],
+				where: { userId: user.id },
+			}).then((profile) => profile?.mutedWords),
+		);
 	}
 
-	return notes.filter((note) => !getWordHardMute(note, user, mutedWords));
+	if (words && words.length > 0) {
+		return notes.filter(
+			(note) => !getWordHardMute(note, user, words as string[][]),
+		);
+	}
+
+	return notes;
 }
 
 export async function filterBlockedUser(
 	notes: ScyllaNote[],
 	user: { id: User["id"] },
+	blockerIds?: User["id"][],
 ): Promise<ScyllaNote[]> {
-	const cache = await UserBlockedCache.init(user.id);
-	const blockerIds = await cache.getAll();
+	let ids: User["id"][];
+
+	if (blockerIds) {
+		ids = blockerIds;
+	} else {
+		const cache = await UserBlockedCache.init(user.id);
+		ids = await cache.getAll();
+	}
 
 	return notes.filter(
 		(note) =>
-			!blockerIds.includes(note.userId) &&
-			!(note.replyUserId && blockerIds.includes(note.replyUserId)) &&
-			!(note.renoteUserId && blockerIds.includes(note.renoteUserId)),
+			!ids.includes(note.userId) &&
+			!(note.replyUserId && ids.includes(note.replyUserId)) &&
+			!(note.renoteUserId && ids.includes(note.renoteUserId)),
 	);
 }
 
 export async function filterMutedRenotes(
 	notes: ScyllaNote[],
 	user: { id: User["id"] },
+	muteeIds?: User["id"][],
 ): Promise<ScyllaNote[]> {
-	const cache = await RenoteMutingsCache.init(user.id);
-	const muteeIds = await cache.getAll();
+	let ids: User["id"][];
+
+	if (muteeIds) {
+		ids = muteeIds;
+	} else {
+		const cache = await RenoteMutingsCache.init(user.id);
+		ids = await cache.getAll();
+	}
 
 	return notes.filter(
-		(note) => note.text || !note.renoteId || !muteeIds.includes(note.userId),
+		(note) => note.text || !note.renoteId || !ids.includes(note.userId),
 	);
 }
diff --git a/packages/backend/src/server/api/endpoints/notes/timeline.ts b/packages/backend/src/server/api/endpoints/notes/timeline.ts
index 581dc4aa21..50ed46bbb8 100644
--- a/packages/backend/src/server/api/endpoints/notes/timeline.ts
+++ b/packages/backend/src/server/api/endpoints/notes/timeline.ts
@@ -1,5 +1,5 @@
 import { Brackets } from "typeorm";
-import { Notes, Followings } from "@/models/index.js";
+import { Notes, Followings, UserProfiles } from "@/models/index.js";
 import { activeUsersChart } from "@/services/chart/index.js";
 import define from "../../define.js";
 import { makePaginationQuery } from "../../common/make-pagination-query.js";
@@ -23,7 +23,7 @@ import {
 	filterBlockedUser,
 	filterMutedRenotes,
 } from "@/db/scylla.js";
-import { ChannelFollowingsCache, LocalFollowingsCache } from "@/misc/cache.js";
+import { ChannelFollowingsCache, LocalFollowingsCache, RenoteMutingsCache, UserBlockedCache, UserMutingsCache, userWordMuteCache } from "@/misc/cache.js";
 
 export const meta = {
 	tags: ["notes"],
@@ -79,21 +79,54 @@ export const paramDef = {
 export default define(meta, paramDef, async (ps, user) => {
 	const followingsCache = await LocalFollowingsCache.init(user.id);
 
+	process.nextTick(() => {
+		activeUsersChart.read(user);
+	});
+
 	if (scyllaClient) {
 		const channelCache = await ChannelFollowingsCache.init(user.id);
 		const followingChannelIds = await channelCache.getAll();
 		const followingUserIds = await followingsCache.getAll();
 		const validUserIds = [user.id].concat(followingUserIds);
+		const userMutingsCache = await UserMutingsCache.init(user.id);
+		const mutedUserIds = await userMutingsCache.getAll();
+		const mutedWords = await userWordMuteCache.fetchMaybe(user.id, () =>
+			UserProfiles.findOne({
+				select: ["mutedWords"],
+				where: { userId: user.id },
+			}).then((profile) => profile?.mutedWords),
+		);
+		const blockedCache = await UserBlockedCache.init(user.id);
+		const blockerIds = await blockedCache.getAll();
+		const renoteMutingsCache = await RenoteMutingsCache.init(user.id);
+		const renoteMutedIds = await renoteMutingsCache.getAll();
+		const optFilter = (n: ScyllaNote) =>
+			!n.renoteId || !!n.text || n.files.length > 0 || n.hasPoll;
 
 		const filter = async (notes: ScyllaNote[]) => {
 			let filtered = notes.filter((n) => validUserIds.includes(n.userId));
 			filtered = await filterChannel(filtered, user, followingChannelIds);
 			filtered = await filterReply(filtered, ps.withReplies, user);
 			filtered = await filterVisibility(filtered, user, followingUserIds);
-			filtered = await filterMutedUser(filtered, user);
-			filtered = await filterMutedNote(filtered, user);
-			filtered = await filterBlockedUser(filtered, user);
-			filtered = await filterMutedRenotes(filtered, user);
+			filtered = await filterMutedUser(filtered, user, mutedUserIds);
+			filtered = await filterMutedNote(filtered, user, mutedWords ?? []);
+			filtered = await filterBlockedUser(filtered, user, blockerIds);
+			filtered = await filterMutedRenotes(filtered, user, renoteMutedIds);
+			if (!ps.includeMyRenotes) {
+				filtered = filtered.filter((n) => n.userId !== user.id || optFilter(n));
+			}
+			if (!ps.includeRenotedMyNotes) {
+				filtered = filtered.filter(
+					(n) => n.renoteUserId !== user.id || optFilter(n),
+				);
+			}
+			if (!ps.includeLocalRenotes) {
+				filtered = filtered.filter((n) => n.renoteUserHost || optFilter(n));
+			}
+			if (ps.withFiles) {
+				filtered = filtered.filter((n) => n.files.length > 0);
+			}
+			filtered = filtered.filter((n) => n.visibility !== "hidden");
 			return filtered;
 		};
 
@@ -183,10 +216,6 @@ export default define(meta, paramDef, async (ps, user) => {
 	query.andWhere("note.visibility != 'hidden'");
 	//#endregion
 
-	process.nextTick(() => {
-		activeUsersChart.read(user);
-	});
-
 	// We fetch more than requested because some may be filtered out, and if there's less than
 	// requested, the pagination stops.
 	const found = [];