diff --git a/apps/docs/app/guides/database/extensions/wrappers/[[...slug]]/page.tsx b/apps/docs/app/guides/database/extensions/wrappers/[[...slug]]/page.tsx
index d7cb4b25678..ebafbd690b7 100644
--- a/apps/docs/app/guides/database/extensions/wrappers/[[...slug]]/page.tsx
+++ b/apps/docs/app/guides/database/extensions/wrappers/[[...slug]]/page.tsx
@@ -15,7 +15,7 @@ import { linkTransform, type UrlTransformFunction } from '~/lib/mdx/plugins/rehy
 import remarkMkDocsAdmonition from '~/lib/mdx/plugins/remarkAdmonition'
 import { removeTitle } from '~/lib/mdx/plugins/remarkRemoveTitle'
 import remarkPyMdownTabs from '~/lib/mdx/plugins/remarkTabs'
-import { getGitHubFileContents } from '~/lib/octokit'
+import { getGitHubFileContents, octokit } from '~/lib/octokit'
 import type { SerializeOptions } from '~/types/next-mdx-remote-serialize'
 import { isFeatureEnabled } from 'common'
 import matter from 'gray-matter'
@@ -29,10 +29,62 @@ import { Admonition } from 'ui-patterns'
 // We fetch these docs at build time from an external repo
 const org = 'supabase'
 const repo = 'wrappers'
-const branch = 'main'
 const docsDir = 'docs/catalog'
 const externalSite = 'https://supabase.github.io/wrappers'
 
+type DocsTagsQueryResponse = {
+  repository: {
+    refs: {
+      nodes: { name: string }[] | null
+      pageInfo: { hasNextPage: boolean; endCursor: string | null }
+    }
+  }
+}
+
+const docsTagsQuery = `
+  query DocsTagsQuery($owner: String!, $name: String!, $after: String) {
+    repository(owner: $owner, name: $name) {
+      refs(
+        refPrefix: "refs/tags/",
+        orderBy: { field: TAG_COMMIT_DATE, direction: DESC },
+        first: 5,
+        after: $after
+      ) {
+        nodes { name }
+        pageInfo { hasNextPage endCursor }
+      }
+    }
+  }
+`
+
+async function getLatestDocsTag(after: string | null = null): Promise<string | null> {
+  try {
+    /**
+     * We use GraphQL as it's the only way to use `orderBy` on Github API.
+     */
+    const {
+      repository: {
+        refs: {
+          nodes,
+          pageInfo: { hasNextPage, endCursor },
+        },
+      },
+    } = await octokit().graphql<DocsTagsQueryResponse>(docsTagsQuery, {
+      owner: org,
+      name: repo,
+      after,
+    })
+
+    return (
+      nodes?.find(({ name }) => /^docs_v\d+\.\d+\.\d+/.test(name))?.name ??
+      (hasNextPage && endCursor ? await getLatestDocsTag(endCursor) : null)
+    )
+  } catch (error) {
+    console.error(`Error fetching docs tags for wrappers federated pages: ${error}`)
+    return null
+  }
+}
+
 // Each external docs page is mapped to a local page
 const pageMap = [
   {
@@ -378,16 +430,22 @@ const getContent = async (params: Params) => {
     let remoteFile: string
     ;({ remoteFile, meta } = federatedPage)
 
-    editLink = `${org}/${repo}/blob/${branch}/${docsDir}/${remoteFile}`
+    const tag = await getLatestDocsTag()
+
+    if (!tag) {
+      throw new Error('No latest docs tag found for federated wrappers pages')
+    }
+
+    editLink = `${org}/${repo}/blob/${tag}/${docsDir}/${remoteFile}`
 
     let rawContent = await getGitHubFileContents({
       org,
       repo,
       path: `${docsDir}/${remoteFile}`,
-      branch,
+      branch: tag,
     })
 
-    assetsBaseUrl = `https://raw.githubusercontent.com/${org}/${repo}/${branch}/docs/assets/`
+    assetsBaseUrl = `https://raw.githubusercontent.com/${org}/${repo}/${tag}/docs/assets/`
 
     const { content: contentWithoutFrontmatter } = matter(rawContent)
     content = removeRedundantH1(contentWithoutFrontmatter)