{
  "slug": "io-github-us-all-mlflow",
  "name": "io.github.us-all/mlflow",
  "title": "mlflow",
  "description": "MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)",
  "version": "1.12.7",
  "publishedAt": "2026-06-19T03:59:02.558583Z",
  "updatedAt": "2026-06-19T03:59:02.558583Z",
  "repoUrl": "https://github.com/us-all/mlflow-mcp-server",
  "websiteUrl": null,
  "namespace": {
    "type": "github",
    "owner": "us-all"
  },
  "kind": "local",
  "packages": [
    {
      "registryType": "npm",
      "identifier": "@us-all/mlflow-mcp",
      "version": "1.12.7",
      "transport": "stdio",
      "runtimeHint": null
    }
  ],
  "remotes": [],
  "envVars": [
    {
      "name": "MLFLOW_TRACKING_URI",
      "isSecret": false,
      "isRequired": true,
      "description": "MLflow tracking server URI (e.g. http://localhost:5050, https://mlflow.example.com)."
    },
    {
      "name": "MLFLOW_TRACKING_TOKEN",
      "isSecret": true,
      "isRequired": false,
      "description": "Bearer token for authenticated MLflow servers (e.g. Databricks)."
    },
    {
      "name": "MLFLOW_TRACKING_USERNAME",
      "isSecret": false,
      "isRequired": false,
      "description": "Basic-auth username (alternative to token)."
    },
    {
      "name": "MLFLOW_TRACKING_PASSWORD",
      "isSecret": true,
      "isRequired": false,
      "description": "Basic-auth password (alternative to token)."
    },
    {
      "name": "MLFLOW_EXPERIMENT_ID",
      "isSecret": false,
      "isRequired": false,
      "description": "Default experiment ID for run-creation tools."
    },
    {
      "name": "MLFLOW_TOOLS",
      "isSecret": false,
      "isRequired": false,
      "description": "Comma-separated category allowlist. Default: all categories enabled."
    },
    {
      "name": "MLFLOW_DISABLE",
      "isSecret": false,
      "isRequired": false,
      "description": "Comma-separated category disablelist."
    },
    {
      "name": "MLFLOW_ALLOW_WRITE",
      "isSecret": false,
      "isRequired": false,
      "description": "Set to 'true' to enable write/destructive tools. Default read-only."
    }
  ],
  "category": "other",
  "subcategory": "more",
  "company": "",
  "categoryAuto": true,
  "checks": [
    {
      "id": "source-linked",
      "label": "Source repository linked",
      "result": "pass",
      "detail": "https://github.com/us-all/mlflow-mcp-server"
    },
    {
      "id": "version-pinned",
      "label": "Version pinned",
      "result": "pass",
      "detail": "Every package has an explicit version"
    },
    {
      "id": "secrets-requested",
      "label": "Secrets requested",
      "result": "info",
      "detail": "Asks for 2 secrets: MLFLOW_TRACKING_TOKEN, MLFLOW_TRACKING_PASSWORD"
    },
    {
      "id": "known-registry",
      "label": "Known package registry",
      "result": "pass",
      "detail": "All packages come from npm, PyPI, OCI, NuGet or MCPB"
    },
    {
      "id": "namespace",
      "label": "Namespace ownership",
      "result": "info",
      "detail": "Name verified via GitHub account us-all"
    },
    {
      "id": "meta-text",
      "label": "Registry text aimed at the AI",
      "result": "pass",
      "detail": "Description and settings contain no hidden characters or instructions to the AI"
    },
    {
      "id": "install-scripts",
      "label": "Install scripts",
      "result": "pass",
      "detail": "@us-all/mlflow-mcp@1.12.7 runs nothing at install"
    },
    {
      "id": "code-flags",
      "label": "Code red flags",
      "result": "pass",
      "detail": "Read 37 files in @us-all/mlflow-mcp@1.12.7: no obfuscation, encoded execution, credential reads or data-collection endpoints found"
    },
    {
      "id": "ai-text",
      "label": "Text aimed at the AI",
      "result": "pass",
      "detail": "No hidden characters or instructions to the AI in 37 files, including comments and the README"
    }
  ],
  "scannedAt": "2026-10-29",
  "level": "Scanned",
  "install": [
    {
      "label": "Claude Desktop (npm)",
      "kind": "claude_desktop_json",
      "text": "{\n  \"mcpServers\": {\n    \"mlflow\": {\n      \"command\": \"npx\",\n      \"args\": [\n        \"-y\",\n        \"@us-all/mlflow-mcp@1.12.7\"\n      ],\n      \"env\": {\n        \"MLFLOW_TRACKING_URI\": \"<your value>\"\n      }\n    }\n  }\n}"
    }
  ],
  "curated": true,
  "stars": 1,
  "archived": false,
  "pushedAt": "2026-07-10T01:28:34Z",
  "health": {
    "score": 45,
    "parts": {
      "popularity": 0.2275416460729253,
      "activity": 0.33,
      "issues": null,
      "security": 1
    },
    "fail": 0,
    "warn": 0,
    "raw": {
      "stars": 1,
      "forks": 0,
      "downloads": 109,
      "hn": null,
      "issuesOpen": 0,
      "issuesClosed": 0,
      "prsMerged": 6,
      "commits90": 0,
      "release": "2026-06-19T03:59:06Z",
      "pushed": "2026-07-10T01:28:34Z",
      "growth": null,
      "growthDays": null,
      "archived": false
    },
    "at": "2026-10-31T07:42:38.200Z"
  }
}