diff --git a/index.mdx b/index.mdx
index 02941cf8e..935e0c542 100644
--- a/index.mdx
+++ b/index.mdx
@@ -110,7 +110,7 @@ export const McpSetup = () => {
   "mcpServers": {
     "clickhouse-docs": {
       "command": "npx",
-      "args": ["-y", "mintlify-mcp", "--doc-url", "https://clickhouse.com/docs"]
+      "args": ["-y", "mintlify-mcp", "--doc-url", "https://private-7c7dfe99.mintlify.app"]
     }
   }
 }`;
@@ -237,8 +237,8 @@ export const McpSetup = () => {
                     { label: "Functions", href: "/reference/functions/regular-functions/overview" },
                     { label: "Engines", href: "/reference/engines/engines" },
                     { label: "System tables", href: "/reference/system-tables" },
-                    { label: "Formats", href: "/reference/formats/Arrow/Arrow" },
-                    { label: "Data types", href: "/reference/data-types/int-uint" }
+                    { label: "Formats", href: "/reference/formats/index" },
+                    { label: "Data types", href: "/reference/data-types/index" }
                 ]}
             />
             <HeroCard
@@ -309,10 +309,10 @@ export const McpSetup = () => {
                         </>}
                         links={[
                             { label: "How to ingest data from common sources with minimal work", href: "/integrations" },
-                            { label: "Best practices for organizing data for analytics and growth", href: "/data-modeling/schema-design" },
+                            { label: "Best practices for organizing data for analytics and growth", href: "/guides/clickhouse/data-modelling/schema-design" },
                             { label: "Ways to query large datasets in real time", href: "/get-started/use-cases/real-time-analytics" },
                             { label: "How to build dashboards, alerts, and event-driven features on top", href: "/get-started/use-cases/data-warehousing" },
-                            { label: "Tips to keep costs low while performance stays high", href: "/operations/best-practices" },
+                            { label: "Tips to keep costs low while performance stays high", href: "/concepts/best-practices/index" },
                         ]}
                     />
                 </div>