harden_set_improvement
Enable/disable panel improvement program (data sharing toggle).
This record as markdown: /tools/aapanel-mcp/harden-set-improvement.md
What harden_set_improvement does on Aapanel
AI agents use harden_set_improvement to create or update resources in Aapanel, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Aapanel environment.
Why harden_set_improvement is rated Medium
This tool modifies system configuration by toggling a data-sharing preference. While the action is reversible (can be toggled back on/off), it affects what data may be collected and transmitted from the panel. The risk is medium because misuse could alter privacy settings and trigger unwanted data collection, but the change is not destructive and can be undone.
From the tool's definition The tool description states it 'Enable/disable panel improvement program (data sharing toggle)' - this modifies configuration settings related to data sharing and telemetry preferences, which constitutes a reversible state change.
Attacks that exploit this kind of access
The rule that runs harden_set_improvement safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Aapanel, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For harden_set_improvement, this is the rule to start with:
harden_set_improvement 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.
The button opens the PolicyLayer dashboard: create your workspace, connect Aapanel, apply this rule, and every harden_set_improvement call is checked against it from then on.
Questions about harden_set_improvement
Enable/disable panel improvement program (data sharing toggle). It is categorised as a Write tool in the Aapanel MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Aapanel MCP server in PolicyLayer and add a rule for harden_set_improvement: 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 Aapanel. Nothing to install.
harden_set_improvement 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 harden_set_improvement 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 harden_set_improvement. 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.
harden_set_improvement is provided by the Aapanel MCP server (nipunanirmal/aapanel-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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