diff --git a/docs/toolhive/guides-mcp/context7.mdx b/docs/toolhive/guides-mcp/context7.mdx
index fbacc1f8..34db9df4 100644
--- a/docs/toolhive/guides-mcp/context7.mdx
+++ b/docs/toolhive/guides-mcp/context7.mdx
@@ -112,7 +112,7 @@ metadata:
   name: context7
   namespace: toolhive-system
 spec:
-  image: ghcr.io/stacklok/dockyard/npx/context7:1.0.33
+  image: ghcr.io/stacklok/dockyard/npx/context7:2.1.1
   transport: stdio
   proxyPort: 8080
 ```