diff --git a/mcp-configs/mcp-servers.json b/mcp-configs/mcp-servers.json
index 74123734..8c0b02b8 100644
--- a/mcp-configs/mcp-servers.json
+++ b/mcp-configs/mcp-servers.json
@@ -29,7 +29,7 @@
     "omega-memory": {
       "command": "uvx",
       "args": ["omega-memory", "serve"],
-      "description": "Persistent agent memory with semantic search, multi-agent coordination, and knowledge graphs — pip install omega-memory"
+      "description": "Persistent agent memory with semantic search, multi-agent coordination, and knowledge graphs — run via uvx (richer than the basic memory store)"
     },
     "sequential-thinking": {
       "command": "npx",