What this is not
Not the official MCP Registry. That lives at registry.modelcontextprotocol.io and is a metadata firehose. We do not scrape it into cards.
stdio is a local process with your privileges. A server in this shelf is still a process you chose to run.
The desktop app speaks the same protocol: noemium-platform mcp. Open a project from a stack page via Open in Noemium.