dataset.generate

Queue safe headless Blender rendering for a planned synthetic dataset.

SERVERVisionmcp SOURCEjoshuahickscorp/visionmcp

High RISK CLASS

Category Execute

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/visionmcp/dataset.generate.md

WHAT IT DOES

What dataset.generate does on Visionmcp

AI agents invoke dataset.generate to trigger actions in Visionmcp. 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 dataset.generate is rated High

This tool triggers an external execution process (headless Blender rendering), which runs code/external operations. It queues rendering jobs whose effects depend on the dataset plan arguments. While it doesn't delete data or move money, it executes an external computational process, placing it firmly in the Execute category.

From the tool's definition Queue safe headless Blender rendering for a planned synthetic dataset

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs dataset.generate safely

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

dataset.generate Rate-limited

dataset.generate 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": {
    "dataset.generate": {
      "limits": [
        {
          "counter": "dataset.generate_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 Visionmcp, apply this rule, and every dataset.generate call is checked against it from then on.

FAQ

Questions about dataset.generate

What does the dataset.generate tool do? +

Queue safe headless Blender rendering for a planned synthetic dataset. It is categorised as a Execute tool in the Visionmcp MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on dataset.generate? +

Register the Vision MCP server in PolicyLayer and add a rule for dataset.generate: 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 Visionmcp. Nothing to install.

What risk level is dataset.generate? +

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

Can I rate-limit dataset.generate? +

Yes. Add a rate_limit block to the dataset.generate 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 dataset.generate completely? +

Set action: deny in the PolicyLayer policy for dataset.generate. 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 dataset.generate? +

dataset.generate is provided by the Vision MCP server (joshuahickscorp/visionmcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

KEEP EXPLORING

More on Vision, and thousands of servers like it.

This server

All 376 Vision tools → High-risk tools on this server →

Across the catalogue

All high-risk MCP tools → The MCP Attack Database →

Guides

Govern code and CI agents →Agent sandbox →Least privilege for MCP →