Generate a random invertible linear function for testing.
AI agents use generate_random_linear_function_tool to create or update resources in Qiskit IBM Runtime MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Qiskit IBM Runtime MCP Server environment.
An AI agent can call generate_random_linear_function_tool faster than any human can review — one bad instruction and it creates or modifies resources in Qiskit IBM Runtime MCP Server by the hundred, each call as confident as the last.
Documented attack patterns abuse exactly the kind of access generate_random_linear_function_tool gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Qiskit IBM Runtime MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for generate_random_linear_function_tool:
{
"version": "1",
"default": "deny",
"tools": {
"generate_random_linear_function_tool": {
"limits": [
{
"counter": "generate_random_linear_function_tool_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}generate_random_linear_function_tool 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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Generate a random invertible linear function for testing. It is categorised as a Write tool in the Qiskit IBM Runtime MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Qiskit IBM Runtime MCP Server MCP server in PolicyLayer and add a rule for generate_random_linear_function_tool: 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 Qiskit IBM Runtime MCP Server. Nothing to install.
generate_random_linear_function_tool 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 generate_random_linear_function_tool 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 generate_random_linear_function_tool. 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.
generate_random_linear_function_tool is provided by the Qiskit IBM Runtime MCP Server MCP server (qiskit-ibm-runtime-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 71 Qiskit IBM Runtime MCP Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
71 Qiskit IBM Runtime MCP Server tools catalogued and risk-classified — across an index of 42,500+ MCP servers.