diff --git a/cspell.json b/cspell.json
index e32c4d8..447b8aa 100644
--- a/cspell.json
+++ b/cspell.json
@@ -191,7 +191,6 @@
     "offramp",
     "offramps",
     "zkcompression",
-    "ZKCompression",
     "Tasktool",
     "clippy"
   ],
diff --git a/snippets/ai-prompts/privy-nodejs-compressed.mdx b/snippets/ai-prompts/privy-nodejs-compressed.mdx
index a6c15f2..4f8df26 100644
--- a/snippets/ai-prompts/privy-nodejs-compressed.mdx
+++ b/snippets/ai-prompts/privy-nodejs-compressed.mdx
@@ -17,7 +17,7 @@ References:
 
 MCP:
 * deepwiki https://mcp.deepwiki.com/mcp
-* zkcompression https://www.zkcompression.com/mcp
+* ZK Compression https://www.zkcompression.com/mcp
 
 ## Workflow
 
diff --git a/snippets/ai-prompts/privy-react-compressed.mdx b/snippets/ai-prompts/privy-react-compressed.mdx
index 44be4d6..fc34cec 100644
--- a/snippets/ai-prompts/privy-react-compressed.mdx
+++ b/snippets/ai-prompts/privy-react-compressed.mdx
@@ -17,7 +17,7 @@ References:
 
 MCP:
 * deepwiki https://mcp.deepwiki.com/mcp
-* zkcompression https://www.zkcompression.com/mcp
+* ZK Compression https://www.zkcompression.com/mcp
 
 ## Workflow