diff --git a/packages/frontend/core/src/components/tags/tags-editor.tsx b/packages/frontend/core/src/components/tags/tags-editor.tsx
index 6bfe4e2d38..e7880f447d 100644
--- a/packages/frontend/core/src/components/tags/tags-editor.tsx
+++ b/packages/frontend/core/src/components/tags/tags-editor.tsx
@@ -27,10 +27,12 @@ export interface TagsEditorProps {
 }
 
 export interface TagsInlineEditorProps extends TagsEditorProps {
-  placeholder?: string;
+  placeholder?: ReactNode;
   className?: string;
   readonly?: boolean;
   title?: ReactNode; // only used for mobile
+  modalMenu?: boolean;
+  menuClassName?: string;
 }
 
 type TagOption = TagLike | { readonly create: true; readonly value: string };
@@ -364,6 +366,8 @@ const DesktopTagsInlineEditor = ({
   readonly,
   placeholder,
   className,
+  modalMenu,
+  menuClassName,
   ...props
 }: TagsInlineEditorProps) => {
   const empty = !props.selectedTags || props.selectedTags.length === 0;
@@ -379,11 +383,14 @@ const DesktopTagsInlineEditor = ({
         align: 'start',
         sideOffset: 0,
         avoidCollisions: false,
-        className: styles.tagsMenu,
+        className: clsx(styles.tagsMenu, menuClassName),
         onClick(e) {
           e.stopPropagation();
         },
       }}
+      rootOptions={{
+        modal: modalMenu,
+      }}
       items={<TagsEditor {...props} />}
     >
       <div
diff --git a/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.css.ts b/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.css.ts
index f971124c59..9ddf9c93c4 100644
--- a/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.css.ts
+++ b/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.css.ts
@@ -79,3 +79,28 @@ export const updateStrategyGroup = style({
 export const updateStrategyGroupContent = style({
   overflow: 'hidden',
 });
+
+export const tagsLabel = style({
+  fontSize: 14,
+  fontWeight: 500,
+  lineHeight: '22px',
+  color: cssVarV2.text.primary,
+  marginBottom: 2,
+});
+
+export const tagsEditor = style({
+  padding: '6px 8px',
+  borderRadius: 4,
+  border: `1px solid ${cssVarV2.layer.insideBorder.border}`,
+  fontSize: 14,
+});
+export const tagsPlaceholder = style({
+  fontSize: 14,
+  lineHeight: '22px',
+  color: cssVarV2.text.placeholder,
+});
+export const tagsMenu = style({
+  left: -1,
+  top: 'calc(-1px + var(--radix-popper-anchor-height) * -1)',
+  width: 'calc(2px + var(--radix-popper-anchor-width))',
+});
diff --git a/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.tsx b/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.tsx
index dd52080318..f2a5efcba1 100644
--- a/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.tsx
+++ b/packages/frontend/core/src/desktop/dialogs/setting/workspace-setting/integration/readwise/setting-dialog.tsx
@@ -1,11 +1,13 @@
 import { Button, Modal } from '@affine/component';
+import { type TagLike, TagsInlineEditor } from '@affine/core/components/tags';
 import {
   IntegrationService,
   IntegrationTypeIcon,
 } from '@affine/core/modules/integration';
 import type { ReadwiseConfig } from '@affine/core/modules/integration/type';
+import { TagService } from '@affine/core/modules/tag';
 import { useI18n } from '@affine/i18n';
-import { useLiveData, useService } from '@toeverything/infra';
+import { LiveData, useLiveData, useService } from '@toeverything/infra';
 import { useCallback, useMemo } from 'react';
 
 import { IntegrationCardIcon } from '../card';
@@ -45,6 +47,8 @@ export const SettingDialog = ({
         </div>
       </header>
       <ul className={styles.settings}>
+        <TagsSetting />
+        <Divider />
         <NewHighlightSetting />
         <Divider />
         <UpdateStrategySetting />
@@ -174,3 +178,105 @@ const StartImport = ({ onImport }: { onImport: () => void }) => {
     </IntegrationSettingItem>
   );
 };
+
+const TagsSetting = () => {
+  const t = useI18n();
+  const tagService = useService(TagService);
+  const readwise = useService(IntegrationService).readwise;
+  const allTags = useLiveData(tagService.tagList.tags$);
+  const tagColors = tagService.tagColors;
+  const tagIds = useLiveData(
+    useMemo(() => readwise.setting$('tags'), [readwise])
+  );
+  const adaptedTags = useLiveData(
+    useMemo(() => {
+      return LiveData.computed(get => {
+        return allTags.map(tag => ({
+          id: tag.id,
+          value: get(tag.value$),
+          color: get(tag.color$),
+        }));
+      });
+    }, [allTags])
+  );
+  const adaptedTagColors = useMemo(() => {
+    return tagColors.map(color => ({
+      id: color[0],
+      value: color[1],
+      name: color[0],
+    }));
+  }, [tagColors]);
+
+  const updateReadwiseTags = useCallback(
+    (tagIds: string[]) => {
+      readwise.updateSetting(
+        'tags',
+        tagIds.filter(id => !!allTags.some(tag => tag.id === id))
+      );
+    },
+    [allTags, readwise]
+  );
+
+  const onCreateTag = useCallback(
+    (name: string, color: string) => {
+      const tag = tagService.tagList.createTag(name, color);
+      return { id: tag.id, value: tag.value$.value, color: tag.color$.value };
+    },
+    [tagService.tagList]
+  );
+  const onSelectTag = useCallback(
+    (tagId: string) => {
+      updateReadwiseTags([...(tagIds ?? []), tagId]);
+    },
+    [tagIds, updateReadwiseTags]
+  );
+  const onDeselectTag = useCallback(
+    (tagId: string) => {
+      updateReadwiseTags(tagIds?.filter(id => id !== tagId) ?? []);
+    },
+    [tagIds, updateReadwiseTags]
+  );
+  const onDeleteTag = useCallback(
+    (tagId: string) => {
+      tagService.tagList.deleteTag(tagId);
+      updateReadwiseTags(tagIds ?? []);
+    },
+    [tagIds, updateReadwiseTags, tagService.tagList]
+  );
+  const onTagChange = useCallback(
+    (id: string, property: keyof TagLike, value: string) => {
+      if (property === 'value') {
+        tagService.tagList.tagByTagId$(id).value?.rename(value);
+      } else if (property === 'color') {
+        tagService.tagList.tagByTagId$(id).value?.changeColor(value);
+      }
+    },
+    [tagService.tagList]
+  );
+  return (
+    <li>
+      <h6 className={styles.tagsLabel}>
+        {t['com.affine.integration.readwise.setting.tags-label']()}
+      </h6>
+      <TagsInlineEditor
+        placeholder={
+          <span className={styles.tagsPlaceholder}>
+            {t['com.affine.integration.readwise.setting.tags-placeholder']()}
+          </span>
+        }
+        className={styles.tagsEditor}
+        tagMode="inline-tag"
+        tags={adaptedTags}
+        selectedTags={tagIds ?? []}
+        onCreateTag={onCreateTag}
+        onSelectTag={onSelectTag}
+        onDeselectTag={onDeselectTag}
+        tagColors={adaptedTagColors}
+        onTagChange={onTagChange}
+        onDeleteTag={onDeleteTag}
+        modalMenu={true}
+        menuClassName={styles.tagsMenu}
+      />
+    </li>
+  );
+};
diff --git a/packages/frontend/core/src/modules/integration/entities/readwise.ts b/packages/frontend/core/src/modules/integration/entities/readwise.ts
index ca262587e4..b60a2693a2 100644
--- a/packages/frontend/core/src/modules/integration/entities/readwise.ts
+++ b/packages/frontend/core/src/modules/integration/entities/readwise.ts
@@ -86,6 +86,7 @@ export class ReadwiseIntegration extends Entity<{ writer: IntegrationWriter }> {
       const updateStrategy = this.readwiseStore.getSetting('updateStrategy');
       const syncNewHighlights =
         this.readwiseStore.getSetting('syncNewHighlights');
+      const tags = this.readwiseStore.getSetting('tags');
       const chunks = chunk(highlights, 2);
       const total = highlights.length;
       let finished = 0;
@@ -120,6 +121,7 @@ export class ReadwiseIntegration extends Entity<{ writer: IntegrationWriter }> {
                 updateStrategy,
                 integrationId,
                 userId,
+                tags,
               });
             }
             finished++;
@@ -144,15 +146,17 @@ export class ReadwiseIntegration extends Entity<{ writer: IntegrationWriter }> {
       integrationId: string;
       userId: string;
       updateStrategy?: ReadwiseConfig['updateStrategy'];
+      tags?: string[];
     }
   ) {
-    const { updateStrategy, integrationId } = options;
+    const { updateStrategy, integrationId, tags } = options;
     const { text, ...highlightWithoutText } = highlight;
 
     const writtenDocId = await this.writer.writeDoc({
       content: text,
       title: book.title,
       docId,
+      tags,
       comment: highlight.note,
       updateStrategy: updateStrategy ?? 'append',
     });
diff --git a/packages/frontend/core/src/modules/integration/entities/writer.ts b/packages/frontend/core/src/modules/integration/entities/writer.ts
index 3ad501a7bc..5e89c62ca0 100644
--- a/packages/frontend/core/src/modules/integration/entities/writer.ts
+++ b/packages/frontend/core/src/modules/integration/entities/writer.ts
@@ -1,13 +1,17 @@
 import { MarkdownTransformer } from '@blocksuite/affine/blocks/root';
 import { Entity } from '@toeverything/infra';
 
+import type { TagService } from '../../tag';
 import {
   getAFFiNEWorkspaceSchema,
   type WorkspaceService,
 } from '../../workspace';
 
 export class IntegrationWriter extends Entity {
-  constructor(private readonly workspaceService: WorkspaceService) {
+  constructor(
+    private readonly workspaceService: WorkspaceService,
+    private readonly tagService: TagService
+  ) {
     super();
   }
 
@@ -32,18 +36,24 @@ export class IntegrationWriter extends Entity {
      * Update strategy, default is `override`
      */
     updateStrategy?: 'override' | 'append';
+    /**
+     * Tags to apply to the doc
+     */
+    tags?: string[];
   }) {
     const {
       title,
       content,
       comment,
       docId,
+      tags,
       updateStrategy = 'override',
     } = options;
 
     const workspace = this.workspaceService.workspace;
     let markdown = comment ? `${content}\n---\n${comment}` : content;
 
+    let finalDocId: string;
     if (!docId) {
       const newDocId = await MarkdownTransformer.importMarkdownToDoc({
         collection: workspace.docCollection,
@@ -52,7 +62,8 @@ export class IntegrationWriter extends Entity {
         fileName: title,
       });
 
-      return newDocId;
+      if (!newDocId) throw new Error('Failed to create a new doc');
+      finalDocId = newDocId;
     } else {
       const collection = workspace.docCollection;
 
@@ -88,7 +99,16 @@ export class IntegrationWriter extends Entity {
       } else {
         throw new Error('Invalid update strategy');
       }
-      return doc.id;
+      finalDocId = doc.id;
     }
+    await this.applyTags(finalDocId, tags);
+    return finalDocId;
+  }
+
+  public async applyTags(docId: string, tags?: string[]) {
+    if (!tags?.length) return;
+    tags.forEach(tag => {
+      this.tagService.tagList.tagByTagId$(tag).value?.tag(docId);
+    });
   }
 }
diff --git a/packages/frontend/core/src/modules/integration/index.ts b/packages/frontend/core/src/modules/integration/index.ts
index 82106f5749..1d74466920 100644
--- a/packages/frontend/core/src/modules/integration/index.ts
+++ b/packages/frontend/core/src/modules/integration/index.ts
@@ -4,6 +4,7 @@ import { WorkspaceServerService } from '../cloud';
 import { WorkspaceDBService } from '../db';
 import { DocScope, DocService, DocsService } from '../doc';
 import { GlobalState } from '../storage';
+import { TagService } from '../tag';
 import { WorkspaceScope, WorkspaceService } from '../workspace';
 import { ReadwiseIntegration } from './entities/readwise';
 import { ReadwiseCrawler } from './entities/readwise-crawler';
@@ -27,8 +28,8 @@ export function configureIntegrationModule(framework: Framework) {
       WorkspaceServerService,
     ])
     .service(IntegrationService)
-    .entity(IntegrationWriter, [WorkspaceService])
     .entity(ReadwiseCrawler, [ReadwiseStore])
+    .entity(IntegrationWriter, [WorkspaceService, TagService])
     .entity(ReadwiseIntegration, [
       IntegrationRefStore,
       ReadwiseStore,
diff --git a/packages/frontend/core/src/modules/integration/type.ts b/packages/frontend/core/src/modules/integration/type.ts
index 38e95fdc57..0ef9c85fa9 100644
--- a/packages/frontend/core/src/modules/integration/type.ts
+++ b/packages/frontend/core/src/modules/integration/type.ts
@@ -87,6 +87,10 @@ export interface ReadwiseConfig {
    * The update strategy
    */
   updateStrategy?: 'override' | 'append';
+  /**
+   * Tag id list to be used when creating highlights
+   */
+  tags?: string[];
 }
 // ===============================
 // Zotero
diff --git a/packages/frontend/i18n/src/i18n.gen.ts b/packages/frontend/i18n/src/i18n.gen.ts
index acdd7153d8..301b0bdb01 100644
--- a/packages/frontend/i18n/src/i18n.gen.ts
+++ b/packages/frontend/i18n/src/i18n.gen.ts
@@ -7365,6 +7365,14 @@ export function useAFFiNEI18N(): {
       * `Import`
       */
     ["com.affine.integration.readwise.setting.start-import-button"](): string;
+    /**
+      * `Apply tags to highlight imports`
+      */
+    ["com.affine.integration.readwise.setting.tags-label"](): string;
+    /**
+      * `Click to add tags`
+      */
+    ["com.affine.integration.readwise.setting.tags-placeholder"](): string;
     /**
       * `Author`
       */
diff --git a/packages/frontend/i18n/src/resources/en.json b/packages/frontend/i18n/src/resources/en.json
index af11c0188b..4c1620bcea 100644
--- a/packages/frontend/i18n/src/resources/en.json
+++ b/packages/frontend/i18n/src/resources/en.json
@@ -1834,6 +1834,8 @@
   "com.affine.integration.readwise.setting.start-import-name": "Start Importing",
   "com.affine.integration.readwise.setting.start-import-desc": "Using the settings above",
   "com.affine.integration.readwise.setting.start-import-button": "Import",
+  "com.affine.integration.readwise.setting.tags-label": "Apply tags to highlight imports",
+  "com.affine.integration.readwise.setting.tags-placeholder": "Click to add tags",
   "com.affine.integration.readwise-prop.author": "Author",
   "com.affine.integration.readwise-prop.source": "Source",
   "com.affine.integration.readwise-prop.created": "Created",