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mcp/harbor
Windsurf

mlflow for Windsurf

io.github.us-all/mlflow

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

client:Windsurf transport:stdio runtime:npm

Install mlflow 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": {
    "mlflow": {
      "command": "npx",
      "args": [
        "-y",
        "@us-all/mlflow-mcp"
      ],
      "env": {
        "MLFLOW_TRACKING_URI": "<MLFLOW_TRACKING_URI>",
        "MLFLOW_TRACKING_TOKEN": "<MLFLOW_TRACKING_TOKEN>",
        "MLFLOW_TRACKING_USERNAME": "<MLFLOW_TRACKING_USERNAME>",
        "MLFLOW_TRACKING_PASSWORD": "<MLFLOW_TRACKING_PASSWORD>",
        "MLFLOW_EXPERIMENT_ID": "<MLFLOW_EXPERIMENT_ID>",
        "MLFLOW_TOOLS": "<MLFLOW_TOOLS>",
        "MLFLOW_DISABLE": "<MLFLOW_DISABLE>",
        "MLFLOW_ALLOW_WRITE": "<MLFLOW_ALLOW_WRITE>"
      }
    }
  }
}

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

mlflow in other clients

mlflow MCP server