diff --git a/changelog/platform.mdx b/changelog/platform.mdx
index 16216ff..8733583 100644
--- a/changelog/platform.mdx
+++ b/changelog/platform.mdx
@@ -8,6 +8,13 @@ rss: true
 icon: "cloud"
 ---
 
+<Update label="2026-11-03" description="Find Graphify with an MCP server card">
+## Find Graphify with an MCP server card
+
+### New
+- **MCP:** Graphify now publishes an MCP Server Card at `https://api.graphify.com/mcp/server-card`, plus an AI Catalog that lists it. MCP apps and directories that read server cards can find Graphify and set it up before you connect. See [Hosted MCP](/platform/hosted-mcp#let-clients-find-graphify-with-a-server-card).
+</Update>
+
 <Update label="2026-11-01" description="MCP sign-in works for more agents">
 ## MCP sign-in works for more agents