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mcp/harbor
Windsurf

auto skill loader for Windsurf

io.github.divitkashyap/auto-skill-loader

Auto-loads skills into agent sessions. MiniMax vision and search proxy.

client:Windsurf transport:stdio runtime:pypi

Install auto skill loader 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": {
    "auto-skill-loader": {
      "command": "uvx",
      "args": [
        "auto-skill-loader"
      ],
      "env": {
        "MINIMAX_TOKEN_PLAN_KEY": "<MINIMAX_TOKEN_PLAN_KEY>"
      }
    }
  }
}

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

auto skill loader in other clients

auto skill loader MCP server