AI agents use Output Schema to create or modify resources in Driflyte. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.
Without a policy, an AI agent could call Output Schema repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Driflyte.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"Output Schema": {
"limits": [
{
"counter": "output schema_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full Driflyte policy for all 13 tools.
These attack patterns abuse exactly the kind of access Output Schema gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Output Schema. It is categorised as a Write tool in the Driflyte MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Driflyte MCP server in PolicyLayer and add a rule for Output Schema: 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 Driflyte. Nothing to install.
Output Schema 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 Output Schema 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 Output Schema. 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.
Output Schema is provided by the Driflyte MCP server (https://mcp.driflyte.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 13 Driflyte tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
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