Create up to 500 QR codes from CSV data. Pro plan required. Send the CSV content as a string. Required column: target_url. Optional columns: label, format, type, foreground_color, background_color, dot_style, corner_style, frame_style, frame_text, expires_at. Returns all created QR codes.
AI agents use bulk_create_from_csv to create or update resources in QR for Agent — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your QR for Agent environment.
| Parameter | Type | Required | Description |
|---|---|---|---|
csv_content | string | Yes | CSV content as a string with header row. Example: "target_url,label\nhttps://example.com,My QR\nhttps://other.com,Other QR" |
Parameters from the server's own tool schema.
The tool creates new QR code objects from CSV input, which is a reversible write operation. While bulk operations have moderate blast radius (500 QR codes at once), this is not destructive (data can be deleted), not financial, and not arbitrary code execution. The primary risk is unintended bulk creation of resources, justifying medium severity.
From the tool's definition Tool description states 'Create up to 500 QR codes' and 'Returns all created QR codes' — this is a create operation that generates new data records in bulk.
Risk signalsBulk/mass operation — affects multiple targets
Attacks that exploit this kind of access
Create up to 500 QR codes from CSV data. Pro plan required. Send the CSV content as a string. Required column: target_url. Optional columns: label, format, type, foreground_color, background_color, dot_style, corner_style, frame_style, frame_text, expires_at. Returns all created QR codes. It is categorised as a Write tool in the QR for Agent MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
bulk_create_from_csv accepts 1 parameter: csv_content. Required: csv_content. The full parameter table on this page comes from the server's own tool schema.
Register the QR for Agent MCP server in PolicyLayer and add a rule for bulk_create_from_csv: 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 QR for Agent. Nothing to install.
bulk_create_from_csv 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 bulk_create_from_csv 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 bulk_create_from_csv. 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.
bulk_create_from_csv is provided by the QR for Agent MCP server (qr-for-agent). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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