create_serverless_inference

Create a new serverless inference subscription.

SERVERVultr MCP SOURCErsp2k/mcp-vultr

Medium RISK CLASS

Category Write

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/rsp2k-mcp-vultr/create-serverless-inference.md

WHAT IT DOES

What create_serverless_inference does on Vultr MCP

AI agents use create_serverless_inference to create or update resources in Vultr MCP, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Vultr MCP environment.

RISK

Why create_serverless_inference is rated Medium

This tool creates a new resource (serverless inference subscription) in Vultr cloud, which is a reversible write operation. It may incur costs but does not directly move money or commit financial obligations — it provisions a subscription that could be deleted. Severity is medium due to potential unexpected cost implications of spinning up cloud resources.

From the tool's definition Create a new serverless inference subscription

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs create_serverless_inference safely

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

create_serverless_inference Rate-limited

create_serverless_inference 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.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "create_serverless_inference": {
      "limits": [
        {
          "counter": "create_serverless_inference_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Vultr MCP, apply this rule, and every create_serverless_inference call is checked against it from then on.

FAQ

Questions about create_serverless_inference

What does the create_serverless_inference tool do? +

Create a new serverless inference subscription. It is categorised as a Write tool in the Vultr MCP MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on create_serverless_inference? +

Register the Vultr MCP server in PolicyLayer and add a rule for create_serverless_inference: 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 Vultr MCP. Nothing to install.

What risk level is create_serverless_inference? +

create_serverless_inference is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit create_serverless_inference? +

Yes. Add a rate_limit block to the create_serverless_inference 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 create_serverless_inference completely? +

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

create_serverless_inference is provided by the Vultr MCP server (rsp2k/mcp-vultr). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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