generate_random_linear_function_tool

WHAT IT DOES

What generate_random_linear_function_tool does on Qiskit Gym MCP Server

AI agents invoke generate_random_linear_function_tool to trigger actions in Qiskit Gym 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.

WHY IT NEEDS A POLICY

Why generate_random_linear_function_tool needs a policy

This tool generates (executes a computation to produce) a random invertible linear function. It is not a simple read/query of existing data, nor does it write user-supplied data or delete anything. It runs a generative process whose output depends on randomness/arguments, placing it in Execute.

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

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

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.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches Qiskit Gym MCP Server, so you can run agents against it safely.

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 Gym 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 Gym 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 Gym 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 Gym MCP Server MCP server (qiskit-gym-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.