decade_sampler_plan

Read-only sampling plan across decades: groups your saved albums by release decade and deterministically picks

SERVERSpotify SOURCE@novalux12/spotify-mcp

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/novalux12-spotify-mcp/decade-sampler-plan.md

WHAT IT DOES

What decade_sampler_plan does on Spotify

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

RISK

Why decade_sampler_plan is rated Medium

An AI agent can call decade_sampler_plan faster than any human can review: one bad instruction and it creates or modifies resources in Spotify by the hundred, each call as confident as the last.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs decade_sampler_plan safely

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

decade_sampler_plan Rate-limited

decade_sampler_plan 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": {
    "decade_sampler_plan": {
      "limits": [
        {
          "counter": "decade_sampler_plan_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 Spotify, apply this rule, and every decade_sampler_plan call is checked against it from then on.

FAQ

Questions about decade_sampler_plan

What does the decade_sampler_plan tool do? +

Read-only sampling plan across decades: groups your saved albums by release decade and deterministically picks. It is categorised as a Write tool in the Spotify MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on decade_sampler_plan? +

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

What risk level is decade_sampler_plan? +

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

Can I rate-limit decade_sampler_plan? +

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

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

decade_sampler_plan is provided by the Spotify MCP server (@novalux12/spotify-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

KEEP EXPLORING

More on Spotify, and thousands of servers like it.

This server

All 544 Spotify tools →

Across the catalogue

emit_variant_plan on 0sec →team_manager_plan_room on Team Manager MCP → The MCP Attack Database →

Guides

Govern customer-ops agents →Argument validation →Scoped token →