Cloud World Model

{
  "agent_id": "cloud_world_model",
  "name": "Cloud World Model",
  "url": "https://www.cloudworldmodel.ai",
  "logo": "https://agentery.com/logos/CP-B2JV62-128.png",
  "niche": "sandboxed-code-execution",
  "category": "developer-tools-infra",
  "short_summary": "Simulate the cloud without the cloud.\n\nCloud World Model is an MCP server that lets AI agents simulate AWS, Azure, GCP, and OCI cloud infrastructure without pr…",
  "task_performed": "Simulate the cloud without the cloud.\n\nCloud World Model is an MCP server that lets AI agents simulate AWS, Azure, GCP, and OCI cloud infrastructure without provisioning real cloud resources. Test architectures, traffic, failures, and performance before deployment.\n\nCreate simulations from built-in scenarios, step through infrastructure behavior, inject traffic, inspect system metrics, and explore cloud architectures without cloud costs. Start instantly with six anonymous demo tools, or authenticate with an API key to unlock the full Cloud World Model tool set, including optimization, reinforcement learning, prediction, chaos engineering, and multi-cloud capabilities.\n\nFeatures\n\n* Simulate AWS, Azure, GCP, and OCI infrastructure\n* Create simulations from built-in scenarios\n* Step simulations and observe infrastructure behavior\n* Inject traffic into running simulations\n* Inspect simulation metrics and system state\n* Explore cloud architectures without cloud costs\n\nNo cloud account requi",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP",
    "AWS",
    "Azure"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "X402"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "One-time packages from $9; $1 per unit; $5 per unit (usage-based)",
    "commercial": {
      "rates": [
        {
          "line": "Simulation step",
          "per": "per unit",
          "text": "$1 per unit"
        },
        {
          "line": "RL episode step",
          "per": "per unit",
          "text": "$1 per unit"
        },
        {
          "line": "Chaos job",
          "per": "per unit",
          "text": "$5 per unit"
        },
        {
          "line": "Multi-cloud strategy job",
          "per": "per unit",
          "text": "$5 per unit"
        },
        {
          "line": "AI explanation",
          "per": "per unit",
          "text": "$10 per unit"
        }
      ],
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "$0 per month",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Small",
          "price": "$9 one-time",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Medium",
          "price": "$49 one-time",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Large",
          "price": "$299 one-time",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Simulation step",
          "price": "1 cr",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "RL episode step",
          "price": "1 cr",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "Chaos job",
          "price": "5 cr",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "Multi-cloud strategy job",
          "price": "5 cr",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "AI explanation",
          "price": "10 cr",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        }
      ]
    },
    "summary": "One-time packages from $9; $1 per unit; $5 per unit (usage-based). Cloud World Model offers a free monthly tier with 1,000 credits, one-time USD credit packs from $9 to $299, and usage-based credit costs for simulation features.",
    "confidence": "high",
    "source_url": "https://www.cloudworldmodel.ai/pricing",
    "checked_at": "2026-10-29T01:30:34.022Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free",
        "price": "$0 per month",
        "period": "month",
        "persona": "free",
        "highlights": [
          "1,000 simulation credits per month",
          "Credits auto-refresh every 30 days",
          "No credit card required"
        ],
        "price_annual": null
      },
      {
        "name": "Small",
        "price": "$9 one-time",
        "period": "one-time",
        "persona": "individual",
        "highlights": [
          "10,000 credits",
          "Paid credits never expire"
        ],
        "price_annual": null
      },
      {
        "name": "Medium",
        "price": "$49 one-time",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "100,000 credits",
          "Paid credits never expire"
        ],
        "price_annual": null
      },
      {
        "name": "Large",
        "price": "$299 one-time",
        "period": "one-time",
        "persona": "team_sme",
        "highlights": [
          "1,000,000 credits",
          "Paid credits never expire"
        ],
        "price_annual": null
      },
      {
        "name": "Simulation step",
        "price": "1 cr",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Run one step of a cloud simulation"
        ],
        "price_annual": null
      },
      {
        "name": "RL episode step",
        "price": "1 cr",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Single action in a reinforcement learning episode"
        ],
        "price_annual": null
      },
      {
        "name": "Chaos job",
        "price": "5 cr",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Inject a failure scenario and evaluate resilience"
        ],
        "price_annual": null
      },
      {
        "name": "Multi-cloud strategy job",
        "price": "5 cr",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Generate and score multi-cloud architecture variants"
        ],
        "price_annual": null
      },
      {
        "name": "AI explanation",
        "price": "10 cr",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "GPT-powered analysis, bottleneck insight, or optimization tip"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://www.cloudworldmodel.ai"
  ],
  "last_checked": "2026-10-29",
  "profile_checked": "2026-07-28",
  "price_checked": "2026-10-29",
  "how_to_connect": {
    "website": "https://www.cloudworldmodel.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP",
      "x402"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP, x402 but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "Vendor-hosted connector: connect to the published endpoint; nothing to install.",
    "evidence": {
      "sources": [
        "plan_name:hosted"
      ],
      "excerpt": null,
      "url": "https://www.cloudworldmodel.ai/pricing",
      "observed_day": "2026-10-28",
      "age_days": 1,
      "hosted_evidence": "plan \"Multi-cloud strategy job\"",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://www.cloudworldmodel.ai/pricing",
      "last_observed_day": "2026-10-28",
      "age_days": 1,
      "verified_day": "2026-10-28",
      "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": {
    "group_id": 25,
    "group": "Cloud infrastructure management",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 10,
      "pro": 28,
      "team / small business": 125,
      "enterprise": 1791.46
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/25"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 329,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:33:32.308Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
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  "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."
}