cloud-world-model
MCP serverCloud & infraLets your agent simulate cloud setups and estimate their cost before you deploy or change anything.
Needs your own API account; the key stays on Ahel's server side.
Then ask your AI: use the simulation.inject failure tool from cloud-world-model
Details
Available today. Use it as a step in a pipeline you build, or from your connected AI.
Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.
About this server
Simulate cloud infrastructure and estimate cost before deploying or changing infrastructure.
Install cloud-world-model
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user cloud-world-model 'https://www.cloudworldmodel.ai/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://www.cloudworldmodel.ai/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=cloud-world-model&config=eyJ1cmwiOiJodHRwczovL3d3dy5jbG91ZHdvcmxkbW9kZWwuYWkvbWNwIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://www.cloudworldmodel.ai/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add cloud-world-model --url 'https://www.cloudworldmodel.ai/mcp'Run it once, then sign in with codex mcp login cloud-world-model if the server asks for an account.
Tools it offers (9)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
simulation.inject_failuresimulation.recover_resourcesimulation.deletescenario.listscenario.getsimulation.createsimulation.stepsimulation.metricssimulation.inject_traffic
Ahel review
S5low
no public repository, nothing to review
Automated review, not a security audit. Ruleset v1.
Advanced
- Delivery
- cloud-world-model MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
ai-cloudworldmodel-cloud-world-model- Hosted endpoint
https://www.cloudworldmodel.ai/mcp
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