generate_random_linear_function_tool

Generate a random invertible linear function for testing.

SERVERQiskit IBM Transpiler MCP Server SOURCEqiskit-ibm-transpiler-mcp-server

High RISK CLASS

Category Execute

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity verified Pull the record →

This record as markdown: /tools/qiskit-ibm-transpiler-mcp-server/generate-random-linear-function-tool.md

WHAT IT DOES

What generate_random_linear_function_tool does on Qiskit IBM Transpiler MCP Server

AI agents invoke generate_random_linear_function_tool to trigger actions in Qiskit IBM Transpiler MCP Server. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.

RISK

Why generate_random_linear_function_tool is rated High

This tool executes a computation to generate a random linear function. It produces output through active computation rather than simply reading existing data. The blast radius is low as it only generates a test artifact with no persistent side effects or data modification indicated.

From the tool's definition Generate a random invertible linear function for testing

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs generate_random_linear_function_tool safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Qiskit IBM Transpiler MCP Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For generate_random_linear_function_tool, this is the rule to start with:

generate_random_linear_function_tool Rate-limited

generate_random_linear_function_tool stays usable, but rate-capped: a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "generate_random_linear_function_tool": {
      "limits": [
        {
          "counter": "generate_random_linear_function_tool_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Qiskit IBM Transpiler MCP Server, apply this rule, and every generate_random_linear_function_tool call is checked against it from then on.

FAQ

Questions about generate_random_linear_function_tool

What does the generate_random_linear_function_tool tool do? +

Generate a random invertible linear function for testing. It is categorised as a Execute tool in the Qiskit IBM Transpiler MCP Server MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on generate_random_linear_function_tool? +

Register the Qiskit IBM Transpiler 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 Transpiler MCP Server. Nothing to install.

What risk level is generate_random_linear_function_tool? +

generate_random_linear_function_tool is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit generate_random_linear_function_tool? +

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.

How do I block generate_random_linear_function_tool completely? +

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.

What MCP server provides generate_random_linear_function_tool? +

generate_random_linear_function_tool is provided by the Qiskit IBM Transpiler MCP Server MCP server (qiskit-ibm-transpiler-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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