Cloud World Model

Simulate cloud infrastructure and estimate cost, latency and resilience before deploying or changing infrastructure. AI agents can compare architectures across AWS, GCP, Azure, OCI and DigitalOcean without provisioning real resources.

View on cloudworldmodel.aiTry this MCPSponsored

Hosted MCP Server

npx add-mcp 'https://www.cloudworldmodel.ai/mcp'

Installs into Claude Code, Codex, Cursor and more

Documentation

MCP Server: Simulate Cloud Infrastructure and Estimate Cost

Cloud World Model is a hosted streamable HTTP MCP server that lets coding agents simulate cloud infrastructure and estimate cost, latency, errors and resilience before deploying or changing infrastructure. It covers AWS, GCP, Azure, OCI and DigitalOcean. Simulations don't create resources in your cloud account.

Without an API key, 9 keyless demo tools are available. To unlock all 63 authenticated tools, add the x-api-key header.

{"mcpServers":{"cloud-world-model":{"url":"https://www.cloudworldmodel.ai/mcp","headers":{"x-api-key":"<your CWM API key>"}}}}

Connect via Smithery

Search for 'Cloud World Model' on Smithery and click Connect. Your AI client will be configured automatically with no manual setup.

Paste the hosted endpoint URL

Alternatively, paste the hosted HTTP MCP URL directly into any MCP-compatible client (Cursor, Windsurf, Claude Desktop, or Continue).

Configure in Cursor or Windsurf

Add the MCP server URL to your Cursor or Windsurf settings under MCP Servers. Restart the IDE to activate the Cloud World Model tools.