# Cloud World Model

A simulator of AWS, GCP, Azure, OCI and DigitalOcean setups that an agent or developer drives through REST or MCP: build a virtual resource graph, push traffic, inject failures or scaling actions, and get back modeled cost, latency, errors and resilience without creating real cloud resources.

- Category: Deploy and monitoring · by Canvas Cloud AI
- Website: https://www.cloudworldmodel.ai/
- Live data: no
- Checked on the official pages: 2026-10-24

## API

- Official API: yes, docs https://www.cloudworldmodel.ai/llms-full.txt
- Key needed: yes
- Price: Free tier; limits: Credits per call (3 for simulation/RL steps, 5 for chaos and multi-cloud, 10 for autoscaling explanations); RL API quota 5,000 requests per hour; some read routes are public
- Base URL: https://www.cloudworldmodel.ai/api
- Formats: json

Example request:

```
https://www.cloudworldmodel.ai/api/scenarios
```

## Price and code

- Free tier: 1,000 simulation credits each month, no card; one-time credit packs: 10,000 for $9, 100,000 for $49, 1,000,000 for $299; or pay per REST call with x402 USDC ($0.0030 or $0.0050) without an account (https://www.cloudworldmodel.ai/pricing)

## Data and license

- Download: https://www.cloudworldmodel.ai/accuracy.json (json)
- License: Cloud World Model Terms of Service (https://www.cloudworldmodel.ai/terms); covers Use of the simulation API; your configurations and outputs stay yours; stated allowed use is development, testing and AI training; the engine and pricing data are proprietary
- Commercial use with conditions
- Credit: not stated
- Embedding unclear
- Quote (api_official): "MCP and REST are access interfaces; x402 is payment for eligible REST requests." (https://www.cloudworldmodel.ai/llms.txt)
- Quote (base_url): "Base URL: `https://www.cloudworldmodel.ai/api`" (https://www.cloudworldmodel.ai/llms-full.txt)
- Quote (example_request): "| GET | /scenarios | Public | List all scenario templates (name, category, provider, resources) |" (https://www.cloudworldmodel.ai/llms-full.txt)
- Quote (api_key): "API access requires a valid World Model key." (https://www.cloudworldmodel.ai/terms)
- Quote (api_price): "Every Canvas Cloud AI account gets 1,000 simulation credits each month — auto-refreshed, no credit card required." (https://www.cloudworldmodel.ai/pricing)
- Quote (free_tier): "Every Canvas Cloud AI account gets 1,000 simulation credits each month — auto-refreshed, no credit card required." (https://www.cloudworldmodel.ai/pricing)
- Quote (paid_from): "Paid credits never expire. Small: 10,000 credits for $9. Medium: 100,000 credits for $49. Large: 1,000,000 credits for $299." (https://www.cloudworldmodel.ai/pricing)
- Quote (limits): "Simulation and RL steps, and standard AI analysis calls cost 3 credits. Chaos jobs and multi-cloud analysis cost 5 credits. Autoscaling explanations cost 10 credits." (https://www.cloudworldmodel.ai/pricing)
- Quote (limits_rl): "each counts as 1 call against the 5 000 req/hr RL quota" (https://www.cloudworldmodel.ai/llms.txt)
- Quote (x402): "Forty-two call types cost 3 credits ($0.0030) each, and six cost 5 credits ($0.0050) each." (https://www.cloudworldmodel.ai/llms.txt)
- Quote (commercial): "Your simulation configurations and outputs remain yours." (https://www.cloudworldmodel.ai/terms)
- Quote (acceptable_use): "The API may be used for development, testing, and AI training purposes. Automated abuse, credential sharing, and attempts to extract proprietary simulation logic are prohibited." (https://www.cloudworldmodel.ai/terms)
- Quote (maker): "The Cloud World Model simulation engine, pricing constants, and calibration data are proprietary to Canvas Cloud AI." (https://www.cloudworldmodel.ai/terms)
- Quote (mcp): "Connect directly to the hosted Streamable HTTP MCP endpoint: `https://www.cloudworldmodel.ai/mcp`. For keyless demo access, omit API-key headers." (https://www.cloudworldmodel.ai/llms.txt)
- Quote (not_provisioning): "Simulations do not provision resources in a user's cloud account." (https://www.cloudworldmodel.ai/llms.txt)

## Rules for an agent

- Point an MCP client at https://www.cloudworldmodel.ai/mcp (no key for demo tools, `x-api-key` for the full set); REST lives under https://www.cloudworldmodel.ai/api with the full endpoint list in llms-full.txt; agents without an account can pay per REST call via x402 (read GET /api/billing/x402/config first). Results are model estimates, not bills or measurements.
- Present outputs as modeled estimates, not quotes, invoices or production measurements
- Do not share API keys or try to extract the simulation logic (prohibited by the terms)
- x402 calls spend real USDC; confirm with the user before enabling paid calls

## Agent access

- llms.txt: https://www.cloudworldmodel.ai/llms.txt
- MCP: https://www.cloudworldmodel.ai/mcp (hosted Streamable HTTP; keyless demo tools, full tool set with x-api-key header)

Human page: https://agentgid.com/resources/cloud-world-model/
Source: AgentGid (agentgid.com). Facts are quoted from the site's own pages; check the license page before you ship.