Learning Optimizer for Windsurf

ai.saifs/learning-optimizer

Schedule spaced reviews and exam study plans from each learner's forgetting curve.

client:Windsurf transport:streamable-http

Install Learning Optimizer in Windsurf

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

{
  "mcpServers": {
    "learning-optimizer": {
      "serverUrl": "https://learning-optimizer-mcp.saifs.ai/mcp"
    }
  }
}

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