KitScout

Categories › Cloud & DevOps › Cloud providers & infrastructure as code

Cloud World Model

MCP serverVerified domain · cloudworldmodel.aiRemote● LiveFree to try

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

Install

Remote server: your requests and data go to www.cloudworldmodel.ai. Claude Code: claude mcp add --transport http cloud-world-model https://www.cloudworldmodel.ai/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • simulation.from_input — Requires write key/content/target. compose/kubernetes/terraform-plan. Compose/Kubernetes/Docker-only need host; cloud plans derive independe
  • simulation.inject_failure — Requires simulationId and resourceId from simulation.create. Injects a bounded resource failure; returns updated state. Next tool is simulat
  • simulation.recover_resource — Requires simulationId and resourceId from simulation.create. Requests reversible resource recovery; success does not prove healthy. Next too
  • simulation.delete — The likely next tool is simulation.create to use the freed slot. Prerequisite: a simulationId from simulation.create, or an active simulatio
  • scenario.list — No prerequisites. Returns scenarios cards with id/name/summary. Filters precede stable ID paging: limit default 8, maximum 20; pass nextCurs
  • scenario.get — Requires scenarioId from scenario.list. Returns the complete selected graph, presets, assumptions and phase details. Next tool is simulation
  • simulation.create — Create from scenarioId (scenario.list → scenario.get), or resources/connections for a custom graph. Returns id for simulation.step. Never bl
  • simulation.step — Requires simulationId from simulation.create (optional in demo). Returns completedSteps/currentStep; next tool is simulation.metrics. Retry
  • simulation.metrics — Requires simulationId from simulation.create (optional in demo). Returns latest/history; full retains evidence. No new IDs. Next tool is sim
  • simulation.inject_traffic — Requires simulationId from simulation.create and target traffic RPS. Returns applied traffic settings. Next tool is simulation.step, then si

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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