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Windsurf

aictrl for Windsurf

io.github.vasparshin/aictrl

Governance layer for AI coding agents: knowledge-graph grounding, session audit, policy controls.

client:Windsurf transport:streamable-http

Install aictrl in Windsurf

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

{
  "mcpServers": {
    "aictrl": {
      "serverUrl": "https://aictrl.dev/mcp"
    }
  }
}

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

aictrl in other clients