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Windsurf

Kirk — Unsupervised Structural Change Detection for Windsurf

io.github.ulyssesmodel/kirk-mcp

The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.

client:Windsurf transport:streamable-http tools:14

Install Kirk — Unsupervised Structural Change Detection in Windsurf

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

{
  "mcpServers": {
    "kirk-mcp": {
      "serverUrl": "https://kirk-mcp.kavara.ai/mcp"
    }
  }
}

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

What Windsurf can do once it is connected

Kirk — Unsupervised Structural Change Detection in other clients