WarpGBM

{
  "agent_id": "warpgbm_mcp",
  "name": "WarpGBM",
  "url": "https://warpgbm.ai",
  "logo": null,
  "niche": "llm-serving-infrastructure",
  "category": "developer-tools-infra",
  "short_summary": "trains gradient boosting models on GPU and provides fast inference",
  "task_performed": "trains gradient boosting models on GPU and provides fast inference",
  "inputs_accepted": [
    "datasets via JSON/API calls",
    "existing model artifacts"
  ],
  "outputs_produced": [
    "portable model artifacts",
    "predictions",
    "training metrics"
  ],
  "integrations_available": [
    "MCP",
    "API",
    "GitHub"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "API"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "free",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Free",
    "commercial": {
      "currency": "USD",
      "lines": [
        {
          "name": "Python Package",
          "price": "Free",
          "kind": "free",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free. The Python package is explicitly described as free for use with your own GPU hardware, while no public price is shown for the cloud MCP service.",
    "confidence": "medium",
    "source_url": "https://warpgbm.ai/",
    "checked_at": "2026-10-27T05:20:46.212Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Python Package",
        "price": "Free",
        "period": null,
        "persona": "other",
        "highlights": [
          "Use your own GPU hardware",
          "Full API"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "GitHub stars",
    "91+ stars on GitHub"
  ],
  "evidence_quality": "high",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://warpgbm.ai"
  ],
  "last_checked": "2026-10-27",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-27",
  "how_to_connect": {
    "website": "https://warpgbm.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "pip install git+https://github.com/jefferythewind/warpgbm.git",
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "self_hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "pip install git+https://github.com/jefferythewind/warpgbm.git",
    "note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
    "evidence": {
      "sources": [
        "page_text:install",
        "page_text:licence"
      ],
      "excerpt": "ackage For production ML workflows, install WarpGBM directly and use your own GPU: pip install git+https://github.com/jefferythewind/warpgbm.git Python Package Benefit",
      "url": "https://warpgbm.ai/",
      "observed_day": "2026-10-27",
      "age_days": 1,
      "hosted_evidence": null,
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "GPL",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"(DES) algorithm ✅ 91+ stars on GitHub • GPL-3.0 license 📦 View on GitHub |\"",
    "observed_day": "2026-10-27",
    "age_days": 1
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://warpgbm.ai/",
      "last_observed_day": "2026-10-27",
      "age_days": 1,
      "verified_day": "2026-10-27",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": false,
    "endpoint_kind": "site",
    "latency_ms": null,
    "uptime_7d": 0.45,
    "checked_at": "2026-10-27T14:31:26.863Z",
    "consecutive_failures": 3,
    "status": "dead"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}