diff --git a/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/extension.ts b/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/extension.ts
index 76a25436c..6b85f9959 100644
--- a/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/extension.ts
+++ b/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/extension.ts
@@ -1,11 +1,11 @@
 import type { ExtensionType } from '@blocksuite/block-std';
 
 import { EmbedSyncedDocBlockHtmlAdapterExtension } from './html.js';
-import { EmbedSyncedDocBlockMarkdownAdapterExtension } from './markdown.js';
+import { EmbedSyncedDocMarkdownAdapterExtension } from './markdown.js';
 import { EmbedSyncedDocBlockPlainTextAdapterExtension } from './plain-text.js';
 
 export const EmbedSyncedDocBlockAdapterExtensions: ExtensionType[] = [
   EmbedSyncedDocBlockHtmlAdapterExtension,
-  EmbedSyncedDocBlockMarkdownAdapterExtension,
+  EmbedSyncedDocMarkdownAdapterExtension,
   EmbedSyncedDocBlockPlainTextAdapterExtension,
 ];
diff --git a/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/markdown.ts b/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/markdown.ts
index b0dadd136..4cea3df2d 100644
--- a/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/markdown.ts
+++ b/blocksuite/affine/block-embed/src/embed-synced-doc-block/adapters/markdown.ts
@@ -60,5 +60,5 @@ export const embedSyncedDocBlockMarkdownAdapterMatcher: BlockMarkdownAdapterMatc
     },
   };
 
-export const EmbedSyncedDocBlockMarkdownAdapterExtension =
+export const EmbedSyncedDocMarkdownAdapterExtension =
   BlockMarkdownAdapterExtension(embedSyncedDocBlockMarkdownAdapterMatcher);
diff --git a/blocksuite/affine/shared/package.json b/blocksuite/affine/shared/package.json
index eb4cd9a0e..0509bff19 100644
--- a/blocksuite/affine/shared/package.json
+++ b/blocksuite/affine/shared/package.json
@@ -28,9 +28,21 @@
     "lit": "^3.2.0",
     "lodash.clonedeep": "^4.5.0",
     "lodash.mergewith": "^4.6.2",
+    "mdast-util-gfm-autolink-literal": "^2.0.1",
+    "mdast-util-gfm-strikethrough": "^2.0.0",
+    "mdast-util-gfm-table": "^2.0.0",
+    "mdast-util-gfm-task-list-item": "^2.0.0",
+    "micromark-extension-gfm-autolink-literal": "^2.1.0",
+    "micromark-extension-gfm-strikethrough": "^2.1.0",
+    "micromark-extension-gfm-table": "^2.1.0",
+    "micromark-extension-gfm-task-list-item": "^2.1.0",
+    "micromark-util-combine-extensions": "^2.0.0",
     "minimatch": "^10.0.1",
     "rehype-parse": "^9.0.0",
     "rehype-stringify": "^10.0.0",
+    "remark-math": "^6.0.0",
+    "remark-parse": "^11.0.0",
+    "remark-stringify": "^11.0.0",
     "unified": "^11.0.5",
     "zod": "^3.23.8"
   },
diff --git a/blocksuite/affine/shared/src/adapters/index.ts b/blocksuite/affine/shared/src/adapters/index.ts
index 709dfc3d1..dbaa18415 100644
--- a/blocksuite/affine/shared/src/adapters/index.ts
+++ b/blocksuite/affine/shared/src/adapters/index.ts
@@ -20,11 +20,16 @@ export {
   BlockMarkdownAdapterExtension,
   type BlockMarkdownAdapterMatcher,
   BlockMarkdownAdapterMatcherIdentifier,
+  InlineDeltaToMarkdownAdapterExtension,
   type InlineDeltaToMarkdownAdapterMatcher,
   InlineDeltaToMarkdownAdapterMatcherIdentifier,
   isMarkdownAST,
   type Markdown,
+  MarkdownAdapter,
+  MarkdownAdapterFactoryExtension,
+  MarkdownAdapterFactoryIdentifier,
   type MarkdownAST,
+  MarkdownASTToDeltaExtension,
   type MarkdownASTToDeltaMatcher,
   MarkdownASTToDeltaMatcherIdentifier,
   MarkdownDeltaConverter,
diff --git a/blocksuite/blocks/src/_common/adapters/markdown/gfm.ts b/blocksuite/affine/shared/src/adapters/markdown/gfm.ts
similarity index 96%
rename from blocksuite/blocks/src/_common/adapters/markdown/gfm.ts
rename to blocksuite/affine/shared/src/adapters/markdown/gfm.ts
index da11510f8..833384120 100644
--- a/blocksuite/blocks/src/_common/adapters/markdown/gfm.ts
+++ b/blocksuite/affine/shared/src/adapters/markdown/gfm.ts
@@ -52,7 +52,7 @@ function gfmToMarkdown() {
 }
 
 export function remarkGfm(this: Processor) {
-  // eslint-disable-next-line @typescript-eslint/no-this-alias
+  // oxlint-disable-next-line typescript/no-this-alias
   const self = this;
   const data = self.data();
 
diff --git a/blocksuite/affine/shared/src/adapters/markdown/index.ts b/blocksuite/affine/shared/src/adapters/markdown/index.ts
index e45efaf7c..31a591041 100644
--- a/blocksuite/affine/shared/src/adapters/markdown/index.ts
+++ b/blocksuite/affine/shared/src/adapters/markdown/index.ts
@@ -1,3 +1,4 @@
 export * from './block-adapter.js';
 export * from './delta-converter.js';
+export * from './markdown.js';
 export * from './type.js';
diff --git a/blocksuite/blocks/src/_common/adapters/markdown/markdown.ts b/blocksuite/affine/shared/src/adapters/markdown/markdown.ts
similarity index 92%
rename from blocksuite/blocks/src/_common/adapters/markdown/markdown.ts
rename to blocksuite/affine/shared/src/adapters/markdown/markdown.ts
index 67e93d5d2..ab149e968 100644
--- a/blocksuite/blocks/src/_common/adapters/markdown/markdown.ts
+++ b/blocksuite/affine/shared/src/adapters/markdown/markdown.ts
@@ -1,14 +1,6 @@
 import { DefaultTheme, NoteDisplayMode } from '@blocksuite/affine-model';
-import {
-  type AdapterContext,
-  AdapterFactoryIdentifier,
-  type BlockMarkdownAdapterMatcher,
-  BlockMarkdownAdapterMatcherIdentifier,
-  type Markdown,
-  type MarkdownAST,
-  MarkdownDeltaConverter,
-} from '@blocksuite/affine-shared/adapters';
 import type { ExtensionType } from '@blocksuite/block-std';
+import type { ServiceProvider } from '@blocksuite/global/di';
 import {
   type AssetsManager,
   ASTWalker,
@@ -34,10 +26,18 @@ import remarkParse from 'remark-parse';
 import remarkStringify from 'remark-stringify';
 import { unified } from 'unified';
 
-import { defaultBlockMarkdownAdapterMatchers } from './block-matcher.js';
-import { inlineDeltaToMarkdownAdapterMatchers } from './delta-converter/inline-delta.js';
-import { markdownInlineToDeltaMatchers } from './delta-converter/markdown-inline.js';
-import { remarkGfm } from './gfm.js';
+import { type AdapterContext, AdapterFactoryIdentifier } from '../types';
+import {
+  type BlockMarkdownAdapterMatcher,
+  BlockMarkdownAdapterMatcherIdentifier,
+} from './block-adapter';
+import {
+  InlineDeltaToMarkdownAdapterMatcherIdentifier,
+  MarkdownASTToDeltaMatcherIdentifier,
+  MarkdownDeltaConverter,
+} from './delta-converter';
+import { remarkGfm } from './gfm';
+import type { Markdown, MarkdownAST } from './type';
 
 type MarkdownToSliceSnapshotPayload = {
   file: Markdown;
@@ -164,11 +164,20 @@ export class MarkdownAdapter extends BaseAdapter<Markdown> {
 
   deltaConverter: MarkdownDeltaConverter;
 
-  constructor(
-    job: Job,
-    readonly blockMatchers: BlockMarkdownAdapterMatcher[] = defaultBlockMarkdownAdapterMatchers
-  ) {
+  readonly blockMatchers: BlockMarkdownAdapterMatcher[];
+
+  constructor(job: Job, provider: ServiceProvider) {
     super(job);
+    const blockMatchers = Array.from(
+      provider.getAll(BlockMarkdownAdapterMatcherIdentifier).values()
+    );
+    const inlineDeltaToMarkdownAdapterMatchers = Array.from(
+      provider.getAll(InlineDeltaToMarkdownAdapterMatcherIdentifier).values()
+    );
+    const markdownInlineToDeltaMatchers = Array.from(
+      provider.getAll(MarkdownASTToDeltaMatcherIdentifier).values()
+    );
+    this.blockMatchers = blockMatchers;
     this.deltaConverter = new MarkdownDeltaConverter(
       job.adapterConfigs,
       inlineDeltaToMarkdownAdapterMatchers,
@@ -440,13 +449,7 @@ export const MarkdownAdapterFactoryIdentifier =
 export const MarkdownAdapterFactoryExtension: ExtensionType = {
   setup: di => {
     di.addImpl(MarkdownAdapterFactoryIdentifier, provider => ({
-      get: (job: Job) =>
-        new MarkdownAdapter(
-          job,
-          Array.from(
-            provider.getAll(BlockMarkdownAdapterMatcherIdentifier).values()
-          )
-        ),
+      get: (job: Job) => new MarkdownAdapter(job, provider),
     }));
   },
 };
diff --git a/blocksuite/blocks/src/__tests__/adapters/markdown.unit.spec.ts b/blocksuite/blocks/src/__tests__/adapters/markdown.unit.spec.ts
index 733e02a6a..17d07f8d7 100644
--- a/blocksuite/blocks/src/__tests__/adapters/markdown.unit.spec.ts
+++ b/blocksuite/blocks/src/__tests__/adapters/markdown.unit.spec.ts
@@ -1,4 +1,6 @@
 import { DefaultTheme, NoteDisplayMode } from '@blocksuite/affine-model';
+import { MarkdownAdapter } from '@blocksuite/affine-shared/adapters';
+import { Container } from '@blocksuite/global/di';
 import type {
   BlockSnapshot,
   DocSnapshot,
@@ -8,11 +10,24 @@ import type {
 import { AssetsManager, MemoryBlobCRUD } from '@blocksuite/store';
 import { describe, expect, test } from 'vitest';
 
-import { MarkdownAdapter } from '../../_common/adapters/markdown/index.js';
+import { inlineDeltaToMarkdownAdapterMatchers } from '../../_common/adapters/markdown/delta-converter/inline-delta.js';
+import { markdownInlineToDeltaMatchers } from '../../_common/adapters/markdown/delta-converter/markdown-inline.js';
+import { defaultBlockMarkdownAdapterMatchers } from '../../_common/adapters/markdown/index.js';
 import { nanoidReplacement } from '../../_common/test-utils/test-utils.js';
 import { embedSyncedDocMiddleware } from '../../_common/transformers/middlewares.js';
 import { createJob } from '../utils/create-job.js';
 
+const container = new Container();
+[
+  ...markdownInlineToDeltaMatchers,
+  ...defaultBlockMarkdownAdapterMatchers,
+  ...inlineDeltaToMarkdownAdapterMatchers,
+].forEach(ext => {
+  ext.setup(container);
+});
+
+const provider = container.provider();
+
 describe('snapshot to markdown', () => {
   test('code', async () => {
     const blockSnapshot: BlockSnapshot = {
@@ -71,7 +86,7 @@ describe('snapshot to markdown', () => {
 
     const markdown = '```python\nimport this\n```\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -270,7 +285,7 @@ describe('snapshot to markdown', () => {
 hhh
 `;
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -418,7 +433,7 @@ hhh
 * eee
 `;
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -567,7 +582,7 @@ hhh
 * [ ] eee
 `;
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -710,7 +725,7 @@ hhh
 2. ddd
 `;
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -874,7 +889,7 @@ hhh
 2. eee
 `;
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -946,7 +961,7 @@ hhh
     };
     const markdown = 'aaa `bbb` ccc\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1018,7 +1033,7 @@ hhh
     };
     const markdown = 'inline $E=mc^2$ latex\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1074,7 +1089,7 @@ hhh
 
     const markdown = '$$\nE=mc^2\n$$\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1146,7 +1161,7 @@ hhh
     };
     const markdown = 'aaa [bbb](https://affine.pro/) ccc\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1215,7 +1230,7 @@ hhh
     };
     const markdown = 'aaa https://affine.pro/  \n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1288,7 +1303,7 @@ hhh
 
     const markdown = 'aaa**bbb**ccc\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1361,7 +1376,7 @@ hhh
 
     const markdown = 'aaa*bbb*ccc\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1437,7 +1452,7 @@ hhh
     const markdown =
       '![](assets/YXXTjRmLlNyiOUnHb8nAIvUP6V7PAXhwW9F5_tc2LGs=.blob "aaa")\n\n';
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const blobCRUD = new MemoryBlobCRUD();
     await blobCRUD.set(
       'YXXTjRmLlNyiOUnHb8nAIvUP6V7PAXhwW9F5_tc2LGs=',
@@ -1670,7 +1685,7 @@ hhh
 | Task 1 | TODO        | 2023-12-15 | 1      | 65       | test1,test2 | [test2](https://google.com) | https://google.com | true     |
 | Task 2 | In Progress | 2023-12-20 |        |          |             | test1                       |                    |          |
 `;
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -1920,7 +1935,7 @@ hhh
       adapterConfigs.set('title:deadbeef', 'test');
       adapterConfigs.set('docLinkBaseUrl', 'https://example.com');
     };
-    const mdAdapter = new MarkdownAdapter(createJob([middleware]));
+    const mdAdapter = new MarkdownAdapter(createJob([middleware]), provider);
     const target = await mdAdapter.fromBlockSnapshot({
       snapshot: blockSnapshot,
     });
@@ -2327,7 +2342,7 @@ World!
     await job.snapshotToDoc(syncedDocSnapshot);
     await job.snapshotToDoc(docSnapShot);
 
-    const mdAdapter = new MarkdownAdapter(job);
+    const mdAdapter = new MarkdownAdapter(job, provider);
     const target = await mdAdapter.fromDocSnapshot({
       snapshot: docSnapShot,
     });
@@ -2371,7 +2386,7 @@ describe('markdown to snapshot', () => {
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -2420,7 +2435,7 @@ describe('markdown to snapshot', () => {
       pageId: '',
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawSliceSnapshot = await mdAdapter.toSliceSnapshot({
       file: markdown,
       workspaceId: '',
@@ -2471,7 +2486,7 @@ describe('markdown to snapshot', () => {
       pageId: '',
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawSliceSnapshot = await mdAdapter.toSliceSnapshot({
       file: markdown,
       workspaceId: '',
@@ -2522,7 +2537,7 @@ describe('markdown to snapshot', () => {
       pageId: '',
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawSliceSnapshot = await mdAdapter.toSliceSnapshot({
       file: markdown,
       workspaceId: '',
@@ -2700,7 +2715,7 @@ hhh
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -2836,7 +2851,7 @@ hhh
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -2972,7 +2987,7 @@ hhh
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3081,7 +3096,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3131,7 +3146,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3186,7 +3201,7 @@ bbb
       pageId: '',
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawSliceSnapshot = await mdAdapter.toSliceSnapshot({
       file: markdown,
       workspaceId: '',
@@ -3238,7 +3253,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3288,7 +3303,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3339,7 +3354,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3390,7 +3405,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3511,7 +3526,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3553,7 +3568,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3603,7 +3618,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3637,7 +3652,7 @@ bbb
       ],
     };
 
-    const mdAdapter = new MarkdownAdapter(createJob());
+    const mdAdapter = new MarkdownAdapter(createJob(), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
@@ -3835,7 +3850,7 @@ hhh
     const middleware: JobMiddleware = ({ adapterConfigs }) => {
       adapterConfigs.set('docLinkBaseUrl', 'https://example.com');
     };
-    const mdAdapter = new MarkdownAdapter(createJob([middleware]));
+    const mdAdapter = new MarkdownAdapter(createJob([middleware]), provider);
     const rawBlockSnapshot = await mdAdapter.toBlockSnapshot({
       file: markdown,
     });
diff --git a/blocksuite/blocks/src/__tests__/surface/mindmap-preview.unit.spec.ts b/blocksuite/blocks/src/__tests__/surface/mindmap-preview.unit.spec.ts
index cc1252784..27af835a2 100644
--- a/blocksuite/blocks/src/__tests__/surface/mindmap-preview.unit.spec.ts
+++ b/blocksuite/blocks/src/__tests__/surface/mindmap-preview.unit.spec.ts
@@ -1,8 +1,22 @@
+import { Container } from '@blocksuite/global/di';
 import { DocCollection, Schema } from '@blocksuite/store';
 import { describe, expect, test } from 'vitest';
 
+import { defaultBlockMarkdownAdapterMatchers } from '../../_common/adapters/index.js';
+import { inlineDeltaToMarkdownAdapterMatchers } from '../../_common/adapters/markdown/delta-converter/inline-delta.js';
+import { markdownInlineToDeltaMatchers } from '../../_common/adapters/markdown/delta-converter/markdown-inline.js';
 import { markdownToMindmap } from '../../surface-block/mini-mindmap/mindmap-preview.js';
 
+const container = new Container();
+[
+  ...markdownInlineToDeltaMatchers,
+  ...defaultBlockMarkdownAdapterMatchers,
+  ...inlineDeltaToMarkdownAdapterMatchers,
+].forEach(ext => {
+  ext.setup(container);
+});
+const provider = container.provider();
+
 describe('markdownToMindmap: convert markdown list to a mind map tree', () => {
   test('basic case', () => {
     const markdown = `
@@ -15,7 +29,7 @@ describe('markdownToMindmap: convert markdown list to a mind map tree', () => {
     const collection = new DocCollection({ schema: new Schema() });
     collection.meta.initialize();
     const doc = collection.createDoc();
-    const nodes = markdownToMindmap(markdown, doc);
+    const nodes = markdownToMindmap(markdown, doc, provider);
 
     expect(nodes).toEqual({
       text: 'Text A',
@@ -53,7 +67,7 @@ describe('markdownToMindmap: convert markdown list to a mind map tree', () => {
     const collection = new DocCollection({ schema: new Schema() });
     collection.meta.initialize();
     const doc = collection.createDoc();
-    const nodes = markdownToMindmap(markdown, doc);
+    const nodes = markdownToMindmap(markdown, doc, provider);
 
     expect(nodes).toEqual({
       text: 'Text A',
@@ -85,7 +99,7 @@ describe('markdownToMindmap: convert markdown list to a mind map tree', () => {
     const collection = new DocCollection({ schema: new Schema() });
     collection.meta.initialize();
     const doc = collection.createDoc();
-    const nodes = markdownToMindmap(markdown, doc);
+    const nodes = markdownToMindmap(markdown, doc, provider);
 
     expect(nodes).toEqual(null);
   });
diff --git a/blocksuite/blocks/src/_common/adapters/extension.ts b/blocksuite/blocks/src/_common/adapters/extension.ts
index 6e5ea4e2d..d0ec8c843 100644
--- a/blocksuite/blocks/src/_common/adapters/extension.ts
+++ b/blocksuite/blocks/src/_common/adapters/extension.ts
@@ -2,6 +2,7 @@ import {
   AttachmentAdapterFactoryExtension,
   HtmlAdapterFactoryExtension,
   ImageAdapterFactoryExtension,
+  MarkdownAdapterFactoryExtension,
   NotionHtmlAdapterFactoryExtension,
   NotionTextAdapterFactoryExtension,
   PlainTextAdapterFactoryExtension,
@@ -10,7 +11,8 @@ import type { ExtensionType } from '@blocksuite/block-std';
 
 import { htmlInlineToDeltaMatchers } from './html/delta-converter/html-inline.js';
 import { inlineDeltaToHtmlAdapterMatchers } from './html/delta-converter/inline-delta.js';
-import { MarkdownAdapterFactoryExtension } from './markdown/markdown.js';
+import { inlineDeltaToMarkdownAdapterMatchers } from './markdown/delta-converter/inline-delta.js';
+import { markdownInlineToDeltaMatchers } from './markdown/delta-converter/markdown-inline.js';
 import { MixTextAdapterFactoryExtension } from './mix-text.js';
 import { notionHtmlInlineToDeltaMatchers } from './notion-html/delta-converter/html-inline.js';
 import { inlineDeltaToPlainTextAdapterMatchers } from './plain-text/delta-converter/inline-delta.js';
@@ -20,6 +22,8 @@ export const AdapterFactoryExtensions: ExtensionType[] = [
   ...inlineDeltaToHtmlAdapterMatchers,
   ...notionHtmlInlineToDeltaMatchers,
   ...inlineDeltaToPlainTextAdapterMatchers,
+  ...markdownInlineToDeltaMatchers,
+  ...inlineDeltaToMarkdownAdapterMatchers,
   AttachmentAdapterFactoryExtension,
   ImageAdapterFactoryExtension,
   MarkdownAdapterFactoryExtension,
diff --git a/blocksuite/blocks/src/_common/adapters/markdown/block-matcher.ts b/blocksuite/blocks/src/_common/adapters/markdown/block-matcher.ts
index 57a3b0014..f398be7e1 100644
--- a/blocksuite/blocks/src/_common/adapters/markdown/block-matcher.ts
+++ b/blocksuite/blocks/src/_common/adapters/markdown/block-matcher.ts
@@ -1,36 +1,36 @@
-import { bookmarkBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-bookmark';
-import { codeBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-code';
-import { databaseBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-database';
-import { dividerBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-divider';
+import { BookmarkBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-bookmark';
+import { CodeBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-code';
+import { DatabaseBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-database';
+import { DividerBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-divider';
 import {
-  embedFigmaBlockMarkdownAdapterMatcher,
-  embedGithubBlockMarkdownAdapterMatcher,
-  embedLinkedDocBlockMarkdownAdapterMatcher,
-  embedLoomBlockMarkdownAdapterMatcher,
-  embedSyncedDocBlockMarkdownAdapterMatcher,
-  embedYoutubeBlockMarkdownAdapterMatcher,
+  EmbedFigmaMarkdownAdapterExtension,
+  EmbedGithubMarkdownAdapterExtension,
+  EmbedLinkedDocMarkdownAdapterExtension,
+  EmbedLoomMarkdownAdapterExtension,
+  EmbedSyncedDocMarkdownAdapterExtension,
+  EmbedYoutubeMarkdownAdapterExtension,
 } from '@blocksuite/affine-block-embed';
-import { imageBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-image';
-import { latexBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-latex';
-import { listBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-list';
-import { paragraphBlockMarkdownAdapterMatcher } from '@blocksuite/affine-block-paragraph';
+import { ImageBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-image';
+import { LatexBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-latex';
+import { ListBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-list';
+import { ParagraphBlockMarkdownAdapterExtension } from '@blocksuite/affine-block-paragraph';
 
-import { rootBlockMarkdownAdapterMatcher } from '../../../root-block/adapters/markdown.js';
+import { RootBlockMarkdownAdapterExtension } from '../../../root-block/adapters/markdown.js';
 
 export const defaultBlockMarkdownAdapterMatchers = [
-  embedFigmaBlockMarkdownAdapterMatcher,
-  embedGithubBlockMarkdownAdapterMatcher,
-  embedLinkedDocBlockMarkdownAdapterMatcher,
-  embedLoomBlockMarkdownAdapterMatcher,
-  embedSyncedDocBlockMarkdownAdapterMatcher,
-  embedYoutubeBlockMarkdownAdapterMatcher,
-  listBlockMarkdownAdapterMatcher,
-  paragraphBlockMarkdownAdapterMatcher,
-  bookmarkBlockMarkdownAdapterMatcher,
-  codeBlockMarkdownAdapterMatcher,
-  databaseBlockMarkdownAdapterMatcher,
-  dividerBlockMarkdownAdapterMatcher,
-  imageBlockMarkdownAdapterMatcher,
-  latexBlockMarkdownAdapterMatcher,
-  rootBlockMarkdownAdapterMatcher,
+  EmbedFigmaMarkdownAdapterExtension,
+  EmbedGithubMarkdownAdapterExtension,
+  EmbedLinkedDocMarkdownAdapterExtension,
+  EmbedLoomMarkdownAdapterExtension,
+  EmbedSyncedDocMarkdownAdapterExtension,
+  EmbedYoutubeMarkdownAdapterExtension,
+  ListBlockMarkdownAdapterExtension,
+  ParagraphBlockMarkdownAdapterExtension,
+  BookmarkBlockMarkdownAdapterExtension,
+  CodeBlockMarkdownAdapterExtension,
+  DatabaseBlockMarkdownAdapterExtension,
+  DividerBlockMarkdownAdapterExtension,
+  ImageBlockMarkdownAdapterExtension,
+  LatexBlockMarkdownAdapterExtension,
+  RootBlockMarkdownAdapterExtension,
 ];
diff --git a/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/inline-delta.ts b/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/inline-delta.ts
index a1b9461d1..56142492a 100644
--- a/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/inline-delta.ts
+++ b/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/inline-delta.ts
@@ -1,9 +1,12 @@
 import { generateDocUrl } from '@blocksuite/affine-block-embed';
-import type { InlineDeltaToMarkdownAdapterMatcher } from '@blocksuite/affine-shared/adapters';
+import { InlineDeltaToMarkdownAdapterExtension } from '@blocksuite/affine-shared/adapters';
 import type { PhrasingContent } from 'mdast';
+import type RemarkMath from 'remark-math';
 
-export const boldDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatcher =
-  {
+declare type _GLOBAL_ = typeof RemarkMath;
+
+export const boldDeltaToMarkdownAdapterMatcher =
+  InlineDeltaToMarkdownAdapterExtension({
     name: 'bold',
     match: delta => !!delta.attributes?.bold,
     toAST: (_, context) => {
@@ -13,10 +16,10 @@ export const boldDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatc
         children: [currentMdast],
       };
     },
-  };
+  });
 
-export const italicDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatcher =
-  {
+export const italicDeltaToMarkdownAdapterMatcher =
+  InlineDeltaToMarkdownAdapterExtension({
     name: 'italic',
     match: delta => !!delta.attributes?.italic,
     toAST: (_, context) => {
@@ -26,10 +29,10 @@ export const italicDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMa
         children: [currentMdast],
       };
     },
-  };
+  });
 
-export const strikeDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatcher =
-  {
+export const strikeDeltaToMarkdownAdapterMatcher =
+  InlineDeltaToMarkdownAdapterExtension({
     name: 'strike',
     match: delta => !!delta.attributes?.strike,
     toAST: (_, context) => {
@@ -39,20 +42,20 @@ export const strikeDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMa
         children: [currentMdast],
       };
     },
-  };
+  });
 
-export const inlineCodeDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatcher =
-  {
+export const inlineCodeDeltaToMarkdownAdapterMatcher =
+  InlineDeltaToMarkdownAdapterExtension({
     name: 'inlineCode',
     match: delta => !!delta.attributes?.code,
     toAST: delta => ({
       type: 'inlineCode',
       value: delta.insert,
     }),
-  };
+  });
 
-export const referenceDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatcher =
-  {
+export const referenceDeltaToMarkdownAdapterMatcher =
+  InlineDeltaToMarkdownAdapterExtension({
     name: 'reference',
     match: delta => !!delta.attributes?.reference,
     toAST: (delta, context) => {
@@ -86,10 +89,10 @@ export const referenceDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapte
 
       return mdast;
     },
-  };
+  });
 
-export const linkDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatcher =
-  {
+export const linkDeltaToMarkdownAdapterMatcher =
+  InlineDeltaToMarkdownAdapterExtension({
     name: 'link',
     match: delta => !!delta.attributes?.link,
     toAST: (delta, context) => {
@@ -120,10 +123,10 @@ export const linkDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatc
       }
       return mdast;
     },
-  };
+  });
 
-export const latexDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMatcher =
-  {
+export const latexDeltaToMarkdownAdapterMatcher =
+  InlineDeltaToMarkdownAdapterExtension({
     name: 'inlineLatex',
     match: delta => !!delta.attributes?.latex,
     toAST: delta => {
@@ -139,15 +142,14 @@ export const latexDeltaToMarkdownAdapterMatcher: InlineDeltaToMarkdownAdapterMat
       }
       return mdast;
     },
-  };
+  });
 
-export const inlineDeltaToMarkdownAdapterMatchers: InlineDeltaToMarkdownAdapterMatcher[] =
-  [
-    referenceDeltaToMarkdownAdapterMatcher,
-    linkDeltaToMarkdownAdapterMatcher,
-    inlineCodeDeltaToMarkdownAdapterMatcher,
-    boldDeltaToMarkdownAdapterMatcher,
-    italicDeltaToMarkdownAdapterMatcher,
-    strikeDeltaToMarkdownAdapterMatcher,
-    latexDeltaToMarkdownAdapterMatcher,
-  ];
+export const inlineDeltaToMarkdownAdapterMatchers = [
+  referenceDeltaToMarkdownAdapterMatcher,
+  linkDeltaToMarkdownAdapterMatcher,
+  inlineCodeDeltaToMarkdownAdapterMatcher,
+  boldDeltaToMarkdownAdapterMatcher,
+  italicDeltaToMarkdownAdapterMatcher,
+  strikeDeltaToMarkdownAdapterMatcher,
+  latexDeltaToMarkdownAdapterMatcher,
+];
diff --git a/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/markdown-inline.ts b/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/markdown-inline.ts
index 672a40b3d..17382604c 100644
--- a/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/markdown-inline.ts
+++ b/blocksuite/blocks/src/_common/adapters/markdown/delta-converter/markdown-inline.ts
@@ -1,6 +1,6 @@
-import type { MarkdownASTToDeltaMatcher } from '@blocksuite/affine-shared/adapters';
+import { MarkdownASTToDeltaExtension } from '@blocksuite/affine-shared/adapters';
 
-export const markdownTextToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownTextToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'text',
   match: ast => ast.type === 'text',
   toDelta: ast => {
@@ -9,9 +9,9 @@ export const markdownTextToDeltaMatcher: MarkdownASTToDeltaMatcher = {
     }
     return [{ insert: ast.value }];
   },
-};
+});
 
-export const markdownInlineCodeToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownInlineCodeToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'inlineCode',
   match: ast => ast.type === 'inlineCode',
   toDelta: ast => {
@@ -20,9 +20,9 @@ export const markdownInlineCodeToDeltaMatcher: MarkdownASTToDeltaMatcher = {
     }
     return [{ insert: ast.value, attributes: { code: true } }];
   },
-};
+});
 
-export const markdownStrongToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownStrongToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'strong',
   match: ast => ast.type === 'strong',
   toDelta: (ast, context) => {
@@ -36,9 +36,9 @@ export const markdownStrongToDeltaMatcher: MarkdownASTToDeltaMatcher = {
       })
     );
   },
-};
+});
 
-export const markdownEmphasisToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownEmphasisToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'emphasis',
   match: ast => ast.type === 'emphasis',
   toDelta: (ast, context) => {
@@ -52,9 +52,9 @@ export const markdownEmphasisToDeltaMatcher: MarkdownASTToDeltaMatcher = {
       })
     );
   },
-};
+});
 
-export const markdownDeleteToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownDeleteToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'delete',
   match: ast => ast.type === 'delete',
   toDelta: (ast, context) => {
@@ -68,9 +68,9 @@ export const markdownDeleteToDeltaMatcher: MarkdownASTToDeltaMatcher = {
       })
     );
   },
-};
+});
 
-export const markdownLinkToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownLinkToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'link',
   match: ast => ast.type === 'link',
   toDelta: (ast, context) => {
@@ -119,15 +119,15 @@ export const markdownLinkToDeltaMatcher: MarkdownASTToDeltaMatcher = {
       })
     );
   },
-};
+});
 
-export const markdownListToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownListToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'list',
   match: ast => ast.type === 'list',
   toDelta: () => [],
-};
+});
 
-export const markdownInlineMathToDeltaMatcher: MarkdownASTToDeltaMatcher = {
+export const markdownInlineMathToDeltaMatcher = MarkdownASTToDeltaExtension({
   name: 'inlineMath',
   match: ast => ast.type === 'inlineMath',
   toDelta: ast => {
@@ -136,9 +136,9 @@ export const markdownInlineMathToDeltaMatcher: MarkdownASTToDeltaMatcher = {
     }
     return [{ insert: ' ', attributes: { latex: ast.value } }];
   },
-};
+});
 
-export const markdownInlineToDeltaMatchers: MarkdownASTToDeltaMatcher[] = [
+export const markdownInlineToDeltaMatchers = [
   markdownTextToDeltaMatcher,
   markdownInlineCodeToDeltaMatcher,
   markdownStrongToDeltaMatcher,
diff --git a/blocksuite/blocks/src/_common/adapters/markdown/index.ts b/blocksuite/blocks/src/_common/adapters/markdown/index.ts
index ec387f385..bd8c0e4c7 100644
--- a/blocksuite/blocks/src/_common/adapters/markdown/index.ts
+++ b/blocksuite/blocks/src/_common/adapters/markdown/index.ts
@@ -1,6 +1,3 @@
 export { defaultBlockMarkdownAdapterMatchers } from './block-matcher.js';
-export {
-  MarkdownAdapter,
-  MarkdownAdapterFactoryExtension,
-  MarkdownAdapterFactoryIdentifier,
-} from './markdown.js';
+export { inlineDeltaToMarkdownAdapterMatchers } from './delta-converter/inline-delta.js';
+export { markdownInlineToDeltaMatchers } from './delta-converter/markdown-inline.js';
diff --git a/blocksuite/blocks/src/_common/adapters/mix-text.ts b/blocksuite/blocks/src/_common/adapters/mix-text.ts
index 392b1b2c9..f4a9f7ed1 100644
--- a/blocksuite/blocks/src/_common/adapters/mix-text.ts
+++ b/blocksuite/blocks/src/_common/adapters/mix-text.ts
@@ -1,6 +1,10 @@
 import { DefaultTheme, NoteDisplayMode } from '@blocksuite/affine-model';
-import { AdapterFactoryIdentifier } from '@blocksuite/affine-shared/adapters';
+import {
+  AdapterFactoryIdentifier,
+  MarkdownAdapter,
+} from '@blocksuite/affine-shared/adapters';
 import type { ExtensionType } from '@blocksuite/block-std';
+import type { ServiceProvider } from '@blocksuite/global/di';
 import type { DeltaInsert } from '@blocksuite/inline';
 import {
   type AssetsManager,
@@ -22,8 +26,6 @@ import {
   type ToDocSnapshotPayload,
 } from '@blocksuite/store';
 
-import { MarkdownAdapter } from './markdown/index.js';
-
 export type MixText = string;
 
 type MixTextToSliceSnapshotPayload = {
@@ -37,9 +39,9 @@ type MixTextToSliceSnapshotPayload = {
 export class MixTextAdapter extends BaseAdapter<MixText> {
   private readonly _markdownAdapter: MarkdownAdapter;
 
-  constructor(job: Job) {
+  constructor(job: Job, provider: ServiceProvider) {
     super(job);
-    this._markdownAdapter = new MarkdownAdapter(job);
+    this._markdownAdapter = new MarkdownAdapter(job, provider);
   }
 
   private _splitDeltas(deltas: DeltaInsert[]): DeltaInsert[][] {
@@ -353,8 +355,8 @@ export const MixTextAdapterFactoryIdentifier =
 
 export const MixTextAdapterFactoryExtension: ExtensionType = {
   setup: di => {
-    di.addImpl(MixTextAdapterFactoryIdentifier, () => ({
-      get: (job: Job) => new MixTextAdapter(job),
+    di.addImpl(MixTextAdapterFactoryIdentifier, provider => ({
+      get: (job: Job) => new MixTextAdapter(job, provider),
     }));
   },
 };
diff --git a/blocksuite/blocks/src/_common/transformers/markdown.ts b/blocksuite/blocks/src/_common/transformers/markdown.ts
index 3b7b6b61c..a304f9126 100644
--- a/blocksuite/blocks/src/_common/transformers/markdown.ts
+++ b/blocksuite/blocks/src/_common/transformers/markdown.ts
@@ -1,9 +1,13 @@
+import { MarkdownAdapter } from '@blocksuite/affine-shared/adapters';
+import { Container } from '@blocksuite/global/di';
 import { BlockSuiteError, ErrorCode } from '@blocksuite/global/exceptions';
 import { assertExists, sha } from '@blocksuite/global/utils';
 import type { Doc, DocCollection } from '@blocksuite/store';
 import { extMimeMap, Job } from '@blocksuite/store';
 
-import { MarkdownAdapter } from '../adapters/markdown/index.js';
+import { defaultBlockMarkdownAdapterMatchers } from '../adapters/index.js';
+import { inlineDeltaToMarkdownAdapterMatchers } from '../adapters/markdown/delta-converter/inline-delta.js';
+import { markdownInlineToDeltaMatchers } from '../adapters/markdown/delta-converter/markdown-inline.js';
 import {
   defaultImageProxyMiddleware,
   docLinkBaseURLMiddleware,
@@ -12,6 +16,17 @@ import {
 } from './middlewares.js';
 import { createAssetsArchive, download, Unzip } from './utils.js';
 
+const container = new Container();
+[
+  ...markdownInlineToDeltaMatchers,
+  ...defaultBlockMarkdownAdapterMatchers,
+  ...inlineDeltaToMarkdownAdapterMatchers,
+].forEach(ext => {
+  ext.setup(container);
+});
+
+const provider = container.provider();
+
 type ImportMarkdownToBlockOptions = {
   doc: Doc;
   markdown: string;
@@ -41,7 +56,7 @@ async function exportDoc(doc: Doc) {
   });
   const snapshot = job.docToSnapshot(doc);
 
-  const adapter = new MarkdownAdapter(job);
+  const adapter = new MarkdownAdapter(job, provider);
   if (!snapshot) {
     return;
   }
@@ -89,7 +104,7 @@ async function importMarkdownToBlock({
     collection: doc.collection,
     middlewares: [defaultImageProxyMiddleware, docLinkBaseURLMiddleware],
   });
-  const adapter = new MarkdownAdapter(job);
+  const adapter = new MarkdownAdapter(job, provider);
   const snapshot = await adapter.toSliceSnapshot({
     file: markdown,
     assets: job.assetsManager,
@@ -129,7 +144,7 @@ async function importMarkdownToDoc({
       docLinkBaseURLMiddleware,
     ],
   });
-  const mdAdapter = new MarkdownAdapter(job);
+  const mdAdapter = new MarkdownAdapter(job, provider);
   const page = await mdAdapter.toDoc({
     file: markdown,
     assets: job.assetsManager,
@@ -195,7 +210,7 @@ async function importMarkdownZip({
       for (const [key, value] of pendingPathBlobIdMap.entries()) {
         pathBlobIdMap.set(key, value);
       }
-      const mdAdapter = new MarkdownAdapter(job);
+      const mdAdapter = new MarkdownAdapter(job, provider);
       const markdown = await blob.text();
       const doc = await mdAdapter.toDoc({
         file: markdown,
diff --git a/blocksuite/blocks/src/index.ts b/blocksuite/blocks/src/index.ts
index 60f3ed3ce..eae7c2c2c 100644
--- a/blocksuite/blocks/src/index.ts
+++ b/blocksuite/blocks/src/index.ts
@@ -7,6 +7,7 @@ import { splitElements } from './root-block/edgeless/utils/clipboard-utils.js';
 import { isCanvasElement } from './root-block/edgeless/utils/query.js';
 
 export * from './_common/adapters/index.js';
+export * from './_common/adapters/markdown';
 export { type NavigatorMode } from './_common/edgeless/frame/consts.js';
 export {
   ExportManager,
@@ -108,6 +109,9 @@ export {
   ImageAdapter,
   ImageAdapterFactoryExtension,
   ImageAdapterFactoryIdentifier,
+  MarkdownAdapter,
+  MarkdownAdapterFactoryExtension,
+  MarkdownAdapterFactoryIdentifier,
   NotionTextAdapter,
   NotionTextAdapterFactoryExtension,
   NotionTextAdapterFactoryIdentifier,
diff --git a/blocksuite/blocks/src/surface-block/mini-mindmap/mindmap-preview.ts b/blocksuite/blocks/src/surface-block/mini-mindmap/mindmap-preview.ts
index 957a5428a..28d5d9450 100644
--- a/blocksuite/blocks/src/surface-block/mini-mindmap/mindmap-preview.ts
+++ b/blocksuite/blocks/src/surface-block/mini-mindmap/mindmap-preview.ts
@@ -1,4 +1,3 @@
-/* eslint-disable @typescript-eslint/no-non-null-assertion */
 import type { SurfaceBlockModel } from '@blocksuite/affine-block-surface';
 import {
   MindmapStyleFour,
@@ -10,7 +9,9 @@ import {
   type MindmapElementModel,
   MindmapStyle,
 } from '@blocksuite/affine-model';
+import { MarkdownAdapter } from '@blocksuite/affine-shared/adapters';
 import { BlockStdScope, type EditorHost } from '@blocksuite/block-std';
+import type { ServiceProvider } from '@blocksuite/global/di';
 import { WithDisposable } from '@blocksuite/global/utils';
 import {
   type Doc,
@@ -24,8 +25,8 @@ import { css, html, LitElement, nothing } from 'lit';
 import { property, query } from 'lit/decorators.js';
 import { repeat } from 'lit/directives/repeat.js';
 import { styleMap } from 'lit/directives/style-map.js';
+import type { Root } from 'mdast';
 
-import { MarkdownAdapter } from '../../_common/adapters/markdown/index.js';
 import { MiniMindmapSchema, MiniMindmapSpecs } from './spec.js';
 
 const mindmapStyles = [
@@ -140,7 +141,7 @@ export class MiniMindmapPreview extends WithDisposable(LitElement) {
   }
 
   private _toMindmapNode(answer: string, doc: Doc) {
-    return markdownToMindmap(answer, doc);
+    return markdownToMindmap(answer, doc, this.host.std.provider);
   }
 
   override connectedCallback(): void {
@@ -240,11 +241,15 @@ type Node = {
   children: Node[];
 };
 
-export const markdownToMindmap = (answer: string, doc: Doc) => {
+export const markdownToMindmap = (
+  answer: string,
+  doc: Doc,
+  provider: ServiceProvider
+) => {
   let result: Node | null = null;
   const job = new Job({ collection: doc.collection });
-  const markdown = new MarkdownAdapter(job);
-  const ast = markdown['_markdownToAst'](answer);
+  const markdown = new MarkdownAdapter(job, provider);
+  const ast: Root = markdown['_markdownToAst'](answer);
   const traverse = (
     markdownNode: Unpacked<(typeof ast)['children']>,
     firstLevel = false
diff --git a/packages/frontend/apps/ios/src/app.tsx b/packages/frontend/apps/ios/src/app.tsx
index ea170ea9c..c39125e7d 100644
--- a/packages/frontend/apps/ios/src/app.tsx
+++ b/packages/frontend/apps/ios/src/app.tsx
@@ -30,10 +30,14 @@ import {
 } from '@affine/core/modules/workspace-engine';
 import { I18n } from '@affine/i18n';
 import {
+  defaultBlockMarkdownAdapterMatchers,
   docLinkBaseURLMiddleware,
+  inlineDeltaToMarkdownAdapterMatchers,
   MarkdownAdapter,
+  markdownInlineToDeltaMatchers,
   titleMiddleware,
 } from '@blocksuite/affine/blocks';
+import { Container } from '@blocksuite/affine/global/di';
 import { Job } from '@blocksuite/affine/store';
 import { App as CapacitorApp } from '@capacitor/app';
 import { Browser } from '@capacitor/browser';
@@ -175,7 +179,17 @@ const frameworkProvider = framework.provider();
     });
     const snapshot = job.docToSnapshot(blockSuiteDoc);
 
-    const adapter = new MarkdownAdapter(job);
+    const container = new Container();
+    [
+      ...markdownInlineToDeltaMatchers,
+      ...defaultBlockMarkdownAdapterMatchers,
+      ...inlineDeltaToMarkdownAdapterMatchers,
+    ].forEach(ext => {
+      ext.setup(container);
+    });
+    const provider = container.provider();
+
+    const adapter = new MarkdownAdapter(job, provider);
     if (!snapshot) {
       return;
     }
diff --git a/packages/frontend/core/src/blocksuite/presets/_common/components/text-renderer.ts b/packages/frontend/core/src/blocksuite/presets/_common/components/text-renderer.ts
index 6c5c798be..7a03d6b9b 100644
--- a/packages/frontend/core/src/blocksuite/presets/_common/components/text-renderer.ts
+++ b/packages/frontend/core/src/blocksuite/presets/_common/components/text-renderer.ts
@@ -10,10 +10,14 @@ import type {
 } from '@blocksuite/affine/blocks';
 import {
   CodeBlockComponent,
+  defaultBlockMarkdownAdapterMatchers,
   DividerBlockComponent,
+  inlineDeltaToMarkdownAdapterMatchers,
   ListBlockComponent,
+  markdownInlineToDeltaMatchers,
   ParagraphBlockComponent,
 } from '@blocksuite/affine/blocks';
+import { Container, type ServiceProvider } from '@blocksuite/affine/global/di';
 import { WithDisposable } from '@blocksuite/affine/global/utils';
 import {
   BlockViewType,
@@ -192,8 +196,28 @@ export class TextRenderer extends WithDisposable(ShadowlessElement) {
       const latestAnswer = this._answers.pop();
       this._answers = [];
       const schema = this.schema ?? this.host?.std.doc.collection.schema;
+      let provider: ServiceProvider;
+      if (this.host) {
+        provider = this.host.std.provider;
+      } else {
+        const container = new Container();
+        [
+          ...markdownInlineToDeltaMatchers,
+          ...defaultBlockMarkdownAdapterMatchers,
+          ...inlineDeltaToMarkdownAdapterMatchers,
+        ].forEach(ext => {
+          ext.setup(container);
+        });
+
+        provider = container.provider();
+      }
       if (latestAnswer && schema) {
-        markDownToDoc(schema, latestAnswer, this.options.additionalMiddlewares)
+        markDownToDoc(
+          provider,
+          schema,
+          latestAnswer,
+          this.options.additionalMiddlewares
+        )
           .then(doc => {
             this.disposeDoc();
             this._doc = doc.blockCollection.getDoc({
diff --git a/packages/frontend/core/src/blocksuite/presets/_common/utils/markdown-utils.ts b/packages/frontend/core/src/blocksuite/presets/_common/utils/markdown-utils.ts
index a38af3c06..5414cfbcd 100644
--- a/packages/frontend/core/src/blocksuite/presets/_common/utils/markdown-utils.ts
+++ b/packages/frontend/core/src/blocksuite/presets/_common/utils/markdown-utils.ts
@@ -12,6 +12,7 @@ import {
   PlainTextAdapter,
   titleMiddleware,
 } from '@blocksuite/affine/blocks';
+import type { ServiceProvider } from '@blocksuite/affine/global/di';
 import type { JobMiddleware, Schema } from '@blocksuite/affine/store';
 import { DocCollection, Job } from '@blocksuite/affine/store';
 import { assertExists } from '@blocksuite/global/utils';
@@ -87,7 +88,7 @@ export async function getContentFromSlice(
   processTextInSnapshot(snapshot, host);
   const adapter =
     type === 'markdown'
-      ? new MarkdownAdapter(job)
+      ? new MarkdownAdapter(job, host.std.provider)
       : new PlainTextAdapter(job, host.std.provider);
   const content = await adapter.fromSliceSnapshot({
     snapshot,
@@ -122,7 +123,7 @@ export const markdownToSnapshot = async (
     collection: host.std.doc.collection,
     middlewares: [defaultImageProxyMiddleware, pasteMiddleware(host.std)],
   });
-  const markdownAdapter = new MixTextAdapter(job);
+  const markdownAdapter = new MixTextAdapter(job, host.std.provider);
   const { blockVersions, workspaceVersion, pageVersion } =
     host.std.doc.collection.meta;
   if (!blockVersions || !workspaceVersion || !pageVersion)
@@ -188,6 +189,7 @@ export async function replaceFromMarkdown(
 }
 
 export async function markDownToDoc(
+  provider: ServiceProvider,
   schema: Schema,
   answer: string,
   additionalMiddlewares?: JobMiddleware[]
@@ -205,7 +207,7 @@ export async function markDownToDoc(
     collection,
     middlewares,
   });
-  const mdAdapter = new MarkdownAdapter(job);
+  const mdAdapter = new MarkdownAdapter(job, provider);
   const doc = await mdAdapter.toDoc({
     file: answer,
     assets: job.assetsManager,
diff --git a/packages/frontend/core/src/blocksuite/presets/ai/messages/mindmap.ts b/packages/frontend/core/src/blocksuite/presets/ai/messages/mindmap.ts
index 526d01650..e6693fc71 100644
--- a/packages/frontend/core/src/blocksuite/presets/ai/messages/mindmap.ts
+++ b/packages/frontend/core/src/blocksuite/presets/ai/messages/mindmap.ts
@@ -64,7 +64,7 @@ export const createMindmapExecuteRenderer: (
     }
 
     ctx.set({
-      node: markdownToMindmap(answer, host.doc),
+      node: markdownToMindmap(answer, host.doc, host.std.provider),
     });
 
     handler(host, ctx);
diff --git a/packages/frontend/core/src/blocksuite/presets/ai/utils/editor-actions.ts b/packages/frontend/core/src/blocksuite/presets/ai/utils/editor-actions.ts
index 811cbca06..1a7811607 100644
--- a/packages/frontend/core/src/blocksuite/presets/ai/utils/editor-actions.ts
+++ b/packages/frontend/core/src/blocksuite/presets/ai/utils/editor-actions.ts
@@ -143,7 +143,11 @@ export const copyTextAnswer = async (panel: AffineAIPanelWidget) => {
 };
 
 export const copyText = async (host: EditorHost, text: string) => {
-  const previewDoc = await markDownToDoc(host.std.doc.schema, text);
+  const previewDoc = await markDownToDoc(
+    host.std.provider,
+    host.std.doc.schema,
+    text
+  );
   const models = previewDoc
     .getBlocksByFlavour('affine:note')
     .map(b => b.model)
diff --git a/packages/frontend/core/src/modules/docs-search/worker/in-worker.ts b/packages/frontend/core/src/modules/docs-search/worker/in-worker.ts
index ceb33c408..739bfdca4 100644
--- a/packages/frontend/core/src/modules/docs-search/worker/in-worker.ts
+++ b/packages/frontend/core/src/modules/docs-search/worker/in-worker.ts
@@ -5,7 +5,13 @@ import type {
   EmbedBlockModel,
   ImageBlockModel,
 } from '@blocksuite/affine/blocks';
-import { MarkdownAdapter } from '@blocksuite/affine/blocks';
+import {
+  defaultBlockMarkdownAdapterMatchers,
+  inlineDeltaToMarkdownAdapterMatchers,
+  MarkdownAdapter,
+  markdownInlineToDeltaMatchers,
+} from '@blocksuite/affine/blocks';
+import { Container } from '@blocksuite/affine/global/di';
 import {
   createYProxy,
   DocCollection,
@@ -174,11 +180,22 @@ function generateMarkdownPreviewBuilder(
     adapterConfigs.set('docLinkBaseUrl', baseUrl);
   };
 
+  const container = new Container();
+  [
+    ...markdownInlineToDeltaMatchers,
+    ...defaultBlockMarkdownAdapterMatchers,
+    ...inlineDeltaToMarkdownAdapterMatchers,
+  ].forEach(ext => {
+    ext.setup(container);
+  });
+
+  const provider = container.provider();
   const markdownAdapter = new MarkdownAdapter(
     new Job({
       collection: markdownPreviewDocCollection,
       middlewares: [docLinkBaseURLMiddleware, titleMiddleware],
-    })
+    }),
+    provider
   );
 
   const markdownPreviewCache = new WeakMap<BlockDocumentInfo, string | null>();
diff --git a/yarn.lock b/yarn.lock
index 6aa54caca..64d70bff8 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3677,9 +3677,21 @@ __metadata:
     lit: "npm:^3.2.0"
     lodash.clonedeep: "npm:^4.5.0"
     lodash.mergewith: "npm:^4.6.2"
+    mdast-util-gfm-autolink-literal: "npm:^2.0.1"
+    mdast-util-gfm-strikethrough: "npm:^2.0.0"
+    mdast-util-gfm-table: "npm:^2.0.0"
+    mdast-util-gfm-task-list-item: "npm:^2.0.0"
+    micromark-extension-gfm-autolink-literal: "npm:^2.1.0"
+    micromark-extension-gfm-strikethrough: "npm:^2.1.0"
+    micromark-extension-gfm-table: "npm:^2.1.0"
+    micromark-extension-gfm-task-list-item: "npm:^2.1.0"
+    micromark-util-combine-extensions: "npm:^2.0.0"
     minimatch: "npm:^10.0.1"
     rehype-parse: "npm:^9.0.0"
     rehype-stringify: "npm:^10.0.0"
+    remark-math: "npm:^6.0.0"
+    remark-parse: "npm:^11.0.0"
+    remark-stringify: "npm:^11.0.0"
     unified: "npm:^11.0.5"
     zod: "npm:^3.23.8"
   languageName: unknown