aurora for Windsurf

io.github.fantasylab-ai/aurora

Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.

client:Windsurf transport:stdio runtime:pypi

Install aurora in Windsurf

~/.codeium/windsurf/mcp_config.json · windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json

{
  "mcpServers": {
    "aurora": {
      "command": "uvx",
      "args": [
        "aurora-mcp"
      ]
    }
  }
}

Global only — Windsurf has no per-project MCP config. Refresh Cascade after saving. Windsurf docs