AI agents use load_osm_model to create or update resources in OpenStudio MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your OpenStudio MCP Server environment.
Based on the tool name, it likely loads an OSM (OpenStudio Model) file into the server's active context, which constitutes a write/state-change operation to the server's working state. Loading a model could overwrite any currently loaded model. However, the description is empty, so confidence is reduced.
From the tool's definition Tool name 'load_osm_model'; description is empty and uninformative.
Documented attack patterns abuse exactly the kind of access load_osm_model gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and OpenStudio MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for load_osm_model:
{
"version": "1",
"default": "deny",
"tools": {
"load_osm_model": {
"limits": [
{
"counter": "load_osm_model_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}load_osm_model 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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load_osm_model. It is categorised as a Write tool in the OpenStudio MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the OpenStudio MCP Server MCP server in PolicyLayer and add a rule for load_osm_model: 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 MCP Server. Nothing to install.
load_osm_model 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 load_osm_model 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 load_osm_model. 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.
load_osm_model is provided by the OpenStudio MCP Server MCP server (roruizf/openstudio-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from OpenStudio MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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20 OpenStudio MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.