Export WARN records in bulk. Requires Pro tier or higher. Returns up to 500 records with full field details. For CSV/Parquet downloads, use the REST API at /api/export/. Get your API key at warnfirehose.com/account Args: api_key: Your WARN Firehose API key (Pro tier required) state: Optional 2-le...
Risk signalsHandles credentials or secrets (api_key) · Bulk/mass operation — affects multiple targets
Part of the WARN Firehose — Labor Market Intelligence server.
Free to start. No card required.
AI agents use export_records to create or modify resources in WARN Firehose — Labor Market Intelligence. 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 export_records 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 WARN Firehose — Labor Market Intelligence.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"export_records": {
"limits": [
{
"counter": "export_records_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full WARN Firehose — Labor Market Intelligence policy for all 12 tools.
These attack patterns abuse exactly the kind of access export_records 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.
Export WARN records in bulk. Requires Pro tier or higher. Returns up to 500 records with full field details. For CSV/Parquet downloads, use the REST API at /api/export/. Get your API key at warnfirehose.com/account Args: api_key: Your WARN Firehose API key (Pro tier required) state: Optional 2-letter state code filter company: Optional company name filter (partial match) days: Look back this many days (default 90, max 730) limit: Max records to return (default 100, max 500). It is categorised as a Write tool in the WARN Firehose — Labor Market Intelligence MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the WARN Firehose — Labor Market Intelligence MCP server in PolicyLayer and add a rule for export_records: 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 WARN Firehose — Labor Market Intelligence. Nothing to install.
export_records 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 export_records 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 export_records. 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.
export_records is provided by the WARN Firehose — Labor Market Intelligence MCP server (https://warnfirehose.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 12 WARN Firehose — Labor Market Intelligence tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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