Get a full kernel. Leave one sentence. Done.

No MCP client required. You get a paste-ready system prompt now. Optional honest feedback claims a founding free seat (first 100).

Same path agents use via improve_kernel on /api/mcp.

If your agent has MCP: connect https://www.dualregistry.dev/api/mcp and call improve_kernel.

{
  "mcpServers": {
    "dualregistry": {
      "url": "https://www.dualregistry.dev/api/mcp"
    }
  }
}