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100
MCP live MCP 2025-11-25 streamable-http

Cloud World Model

ai.cloudworldmodel/cloud-world-model

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

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Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
923ms
last probe
Tools
9
callable
Resources
9
readable
Prompts
0
available
Primary URL
https://www.cloudworldmodel.ai/mcp
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
9 tools, 9 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
18 items in total; 3 or more earns these points.
pass Describes itself 10/10
92 characters; more than 30 earns these points.

Tools · 9

simulation.inject_failure

Requires simulationId and resourceId from simulation.create. Injects a bounded resource failure; returns updated state. Next tool is simulation.step, then simulation.recover_resource and simulation.me…

simulation.recover_resource

Requires simulationId and resourceId from simulation.create. Requests reversible resource recovery; success does not prove healthy. Next tool is simulation.step, then simulation.metrics to inspect res…

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 MCP session. No API key required; demo li…

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 null. detailed=true restores rich cards p…

scenario.get

Requires scenarioId from scenario.list. Returns the complete selected graph, presets, assumptions and phase details. Next tool is simulation.create with scenarioId or the hydrated resources/connection…

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 timeout: creation may have succeeded. No API k…

simulation.step

Requires simulationId from simulation.create (optional for the current demo simulation). Advances simulation; inspect completedSteps/currentStep, not HTTP success. Next tool is simulation.metrics. Pre…

simulation.metrics

Requires simulationId from simulation.create (optional for current demo). Returns latest metrics or requested history; responseMode full retains evidence. Read authoritative resource health after reco…

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 read observed latency; do not assume its…

Resources · 9

public-simulation.inject_failure-guide cwm://guides/public/simulation.inject_failure
public-simulation.recover_resource-guide cwm://guides/public/simulation.recover_resource
public-simulation.delete-guide cwm://guides/public/simulation.delete
public-scenario.list-guide cwm://guides/public/scenario.list
public-scenario.get-guide cwm://guides/public/scenario.get
public-simulation.create-guide cwm://guides/public/simulation.create
public-simulation.step-guide cwm://guides/public/simulation.step
public-simulation.metrics-guide cwm://guides/public/simulation.metrics
public-simulation.inject_traffic-guide cwm://guides/public/simulation.inject_traffic

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://www.cloudworldmodel.ai/mcp

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "cloud_world_model": {
      "url": "https://www.cloudworldmodel.ai/mcp",
      "transport": "streamable-http"
    }
  }
}