ai.cloudworldmodel/cloud-world-model

up checked 2026-11-11T07:37:59.214Z

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Publisher-provided title

Cloud World Model

Publisher-provided description

Simulate cloud infrastructure and estimate cost before deploying or changing infrastructure.

Summary by lookupd

Simulates cloud infrastructure graphs, injects failures and traffic, and reads metrics to estimate cost before deployment.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http cloud-world-model https://www.cloudworldmodel.ai/mcp

Codex, remote (streamable-http)

codex mcp add cloud-world-model --url https://www.cloudworldmodel.ai/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "cloud-world-model": {
      "url": "https://www.cloudworldmodel.ai/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (9 tools)

Publisher-provided text

• simulation.inject_failure Requires simulationId and resourceId from simulation.create. Injects a bounded resource failure; returns updated state. Next tool is simulation.step, then simul
• simulation.recover_resource Requires simulationId and resourceId from simulation.create. Requests reversible resource recovery; success does not prove healthy. Next tool is simulation.step
• simulation.delete The likely next tool is simulation.create to use the freed slot. Prerequisite: a simulationId from simulation.create, or an active simulation in the preserved M
• scenario.list No prerequisites. Returns scenarios cards with id/name/summary. Filters precede stable ID paging: limit default 8, maximum 20; pass nextCursor as cursor until n
• scenario.get Requires scenarioId from scenario.list. Returns the complete selected graph, presets, assumptions and phase details. Next tool is simulation.create with scenari
• simulation.create Create from scenarioId (scenario.list → scenario.get), or resources/connections for a custom graph. Returns id for simulation.step. Never blindly retry a timeou
• simulation.step Requires simulationId from simulation.create (optional for the current demo simulation). Advances simulation; inspect completedSteps/currentStep, not HTTP succe
• simulation.metrics Requires simulationId from simulation.create (optional for current demo). Returns latest metrics or requested history; responseMode full retains evidence. Read
• simulation.inject_traffic Requires simulationId from simulation.create and target traffic RPS. Returns applied traffic settings. Next tool is simulation.step, then simulation.metrics to

Details

• Version: 1.1.1
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 369 ms
• First indexed: 2026-11-01T08:50:04.682Z
• Last seen in registry: 2026-11-01T08:50:04.692Z
• Website: https://www.cloudworldmodel.ai

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• 62033 servers
• Last crawl: 2026-11-11T15:38:39.561Z
• API base: https://api.lookupd.com
• MCP URL: https://api.lookupd.com/mcp