start_training_tool

A execute tool on the Qiskit IBM Transpiler MCP server.

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/start-training-tool.md

WHAT IT DOES

What start_training_tool does on Qiskit IBM Transpiler MCP Server

AI agents invoke start_training_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 start_training_tool is rated High

Training operations execute external computational processes whose effects depend on arguments (training parameters, data, models). While not destructive (reversible via re-training) or financial, this triggers significant external work and resource consumption. Classified as Execute rather than Write because training represents running a computational algorithm rather than simple data creation/modification.

From the tool's definition Tool name 'start_training_tool' indicates execution of a training process. Context shows this is part of Qiskit IBM Transpiler server with sibling tools including 'batch_train_environments_tool', suggesting model/circuit training operations.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs start_training_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 start_training_tool, this is the rule to start with:

start_training_tool Rate-limited

start_training_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": {
    "start_training_tool": {
      "limits": [
        {
          "counter": "start_training_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 start_training_tool call is checked against it from then on.

FAQ

Questions about start_training_tool

What does the start_training_tool tool do? +

start_training_tool is a execute tool on the Qiskit IBM Transpiler MCP Server MCP server. 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 start_training_tool? +

Register the Qiskit IBM Transpiler MCP Server MCP server in PolicyLayer and add a rule for start_training_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 start_training_tool? +

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

Can I rate-limit start_training_tool? +

Yes. Add a rate_limit block to the start_training_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 start_training_tool completely? +

Set action: deny in the PolicyLayer policy for start_training_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 start_training_tool? +

start_training_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.

KEEP EXPLORING

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