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mcp/harbor
Windsurf

Prompt Optimizer for Windsurf

io.github.nivlewd1/mcp-prompt-optimizer

Optimize prompts and generate agent SOPs and skill packages with the Prompt Optimizer cloud API.

client:Windsurf transport:stdio runtime:npm

Install Prompt Optimizer in Windsurf

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

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

{
  "mcpServers": {
    "mcp-prompt-optimizer": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-prompt-optimizer"
      ],
      "env": {
        "OPTIMIZER_API_KEY": "<OPTIMIZER_API_KEY>"
      }
    }
  }
}

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

Prompt Optimizer in other clients

Prompt Optimizer MCP server