Import/create a response for a survey programmatically
AI agents use create_response to create or update resources in Qualtrics MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Qualtrics MCP Server environment.
This tool creates new data entries (survey responses) in a reversible manner—responses can be updated or deleted, making it Write rather than Destructive. However, the severity is high because programmatic creation of survey responses could be misused to pollute survey data, skew statistics, compromise research integrity, or create fraudulent response records at scale.
From the tool's definition Tool name 'create_response' and description 'Import/create a response for a survey programmatically' indicate the tool creates new survey response records.
Documented attack patterns abuse exactly the kind of access create_response gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Qualtrics MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for create_response:
{
"version": "1",
"default": "deny",
"tools": {
"create_response": {
"limits": [
{
"counter": "create_response_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}create_response 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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Import/create a response for a survey programmatically. It is categorised as a Write tool in the Qualtrics MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Qualtrics MCP Server MCP server in PolicyLayer and add a rule for create_response: 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 Qualtrics MCP Server. Nothing to install.
create_response 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 create_response 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 create_response. 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.
create_response is provided by the Qualtrics MCP Server MCP server (yrvelez/qualtrics-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Qualtrics 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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57 Qualtrics MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.