Cloud World Model: Simulate Cloud Infrastructure & Estimate Cost

Simulate cloud infrastructure and estimate cost before deploying or changing infrastructure. Cloud World Model is a hosted streamable HTTP MCP server and multi-cloud world model for AWS, GCP, Azure, OCI and DigitalOcean that coding agents can call over MCP or REST, with x402 payment on eligible REST requests. Start with 9 keyless demo tools (create, step, inject traffic and failures, read metrics), or add an API key for all 63 tools. Simulations don't create resources in your cloud account. Create cloud simulations, inject traffic and failures, step through infrastructure behavior, and inspect performance, health, cost, and system metrics before deploying anything to a real cloud. The full authenticated tool set includes architecture analysis, optimization, prediction, reinforcement learning, chaos engineering, and multi-cloud capabilities. Features * Simulate AWS, Azure, GCP, OCI infrastructure and DigitalOcean * Start with built-in cloud architecture scenarios * Inject traffic and simulate workload spikes * Inject infrastructure failures and observe their impact * Step simulations and inspect changing system behavior * Analyze latency, CPU, throughput, error rate, cost, and resource health * Unlock all 63 tools with a Cloud World Model API key No cloud account required. No real infrastructure provisioned.

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How to connect

https://server.smithery.ai/canvascloudai/cloud-world-model/mcp

curl -X POST https://server.smithery.ai/canvascloudai/cloud-world-model/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'