AI agents use load_project to create or update resources in QGIS MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your QGIS MCP Server environment.
Loading a project modifies the current QGIS session state by replacing or opening a project file. This is a Write operation as it changes the application's working state. It is not destructive (the file itself is not deleted), not purely read-only (it changes active session state), and not execute (no code/commands are run).
From the tool's definition Load a QGIS project from the specified path
Documented attack patterns abuse exactly the kind of access load_project gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and QGIS MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for load_project:
{
"version": "1",
"default": "deny",
"tools": {
"load_project": {
"limits": [
{
"counter": "load_project_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
} load_project 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 a QGIS project from the specified path. It is categorised as a Write tool in the QGIS MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the QGIS MCP Server MCP server in PolicyLayer and add a rule for load_project: 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 QGIS MCP Server. Nothing to install.
load_project 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_project 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_project. 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_project is provided by the QGIS MCP Server MCP server (jjsantos01/qgis_mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from QGIS 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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15 QGIS MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.