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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Priority Queue Scheduler with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic scheduler that manages task execution using priority-based queues with an anti-starvation aging mechanism.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Priority Queue Scheduler capability set.

These are the exact actions your AI can choose when you ask it to work with Priority Queue Scheduler.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Priority Queue Scheduler.

  1. 01

    Analyze starvation risk

    Evaluates a set of task wait times to determine if the current scheduling configuration is causing significant starvation

  2. 02

    Get task by ID

    Retrieves specific metric details for a single task from a previously generated simulation

  3. 03

    Simulate scheduling

    Executes a full scheduling simulation based on a specific set of tasks and environmental parameters

Observed, not estimated

834ms average. Fast in production.

Priority Queue Scheduler is checked daily against the live service.

Daily averagePeak 992ms
Aug 20Today
Fastest day
659ms
Slowest day
992ms
14-day trend
Slowing+15%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Priority Queue Scheduler, so you can see the experience inside your AI.

It does not authenticate your account with Priority Queue Scheduler. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Priority Queue Scheduler Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_8seeOmc9dFMz5moubXgUYBxRi3r5Lezr93V4Skhv/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Priority Queue Scheduler capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "priority-queue-with-aging-scheduler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_8seeOmc9dFMz5moubXgUYBxRi3r5Lezr93V4Skhv/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Priority Queue Scheduler owners ask.

  • 01

    How does the aging mechanism work?

    The effective priority of a task increases based on the agingRate multiplied by the time the task has spent waiting in the queue, up to the defined maxPriority.

  • 02

    How is starvation detected?

    Starvation is flagged if a task's wait time exceeds ten times the average wait time, or if a task waits longer than 60 seconds when the aging rate is zero.

  • 03

    Can I simulate different agent counts?

    Yes, the simulate_scheduling capability allows you to specify the agentCount to see how different numbers of workers affect throughput and wait times.

Explore

More in Scheduling

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