Create a minimal single-zone OpenStudio example model for testing
AI agents use create_example_osm to create or update resources in Openstudio — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Openstudio environment.
This tool creates a new OpenStudio model file, which is a reversible write operation. It does not execute simulations, delete data, or involve financial transactions. While creating test models could be misused (e.g., to generate many large files consuming resources), the baseline action is model creation, not execution or destruction.
From the tool's definition create_example_osm: 'Create a minimal single-zone OpenStudio example model for testing' - uses 'create' verb and generates a new model file/object
Documented attack patterns abuse exactly the kind of access create_example_osm gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Openstudio, and nothing reaches the server without passing your rules. This is the rule we recommend for create_example_osm:
{
"version": "1",
"default": "deny",
"tools": {
"create_example_osm": {
"limits": [
{
"counter": "create_example_osm_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}create_example_osm stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
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Create a minimal single-zone OpenStudio example model for testing. It is categorised as a Write tool in the Openstudio MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Openstudio MCP server in PolicyLayer and add a rule for create_example_osm: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Openstudio. Nothing to install.
create_example_osm is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the create_example_osm rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for create_example_osm. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
create_example_osm is provided by the Openstudio MCP server (natlabrockies/openstudio-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Openstudio, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
Free to start. No card required.
146 Openstudio tools catalogued and risk-classified — across an index of 43,000+ MCP servers.