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Connect Priority Inversion Detector to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Stop high-priority tasks from getting stuck behind low-priority ones.

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

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Priority Inversion Detector.

  1. 01

    Analyze system state

    This capability detects active priority inversions and calculates how long they last and how much they impact the system.

  2. 02

    Assess system risk and fairness

    Use this to quantify system stability by calculating deadlock probability and Jain's Fairness Index.

  3. 03

    Evaluate resolution strategies

    This capability calculates how different mitigation protocols affect your system's throughput and task priorities.

Real work

What teams actually run

01

Debugging Real-Time Latency

Your agent identifies why a critical sensor task is missing its deadline due to a low-priority background process.

02

Protocol Selection

You use the AI to compare priority inheritance against priority ceiling protocols for a new task set.

03

Deadlock Prevention

The AI monitors deadlock probability to warn you when a specific resource allocation pattern becomes dangerous.

04

System Fairness Audits

You verify that your scheduler isn't starving low-priority tasks using Jain's Fairness Index.

One connector, every AI

Priority Inversion Detector works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Priority Inversion Detector to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

842ms average. Fast in production.

Priority Inversion Detector is checked daily against the live service.

Daily averagePeak 1324ms
Oct 3Today
Fastest day
666ms
Slowest day
1324ms
14-day trend
Stable-3%

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 Inversion Detector, so you can see the experience inside your AI.

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

Priority Inversion Detector Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_RA8765qLfd9hYaTvmBczRrThfskskI6iZnt6Gtld/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 Inversion Detector capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "priority-inversion-detector-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RA8765qLfd9hYaTvmBczRrThfskskI6iZnt6Gtld/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

Guided setup for Claude? Set up Priority Inversion Detector in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Priority Inversion Detector owners hand off.

This MCP is built for engineers working on mission-critical, real-time, or highly concurrent software.

  • 01

    Embedded Systems Engineer

    Hands off scheduling logs to the AI to find priority bottlenecks.

  • 02

    Real-Time OS Developer

    Uses the agent to simulate protocol changes like priority inheritance.

  • 03

    Concurrency Specialist

    Asks the AI to calculate deadlock risks and fairness metrics.

FAQ

Questions Priority Inversion Detector owners ask.

  • 01

    What is priority inversion?

    It is a situation in concurrent systems where a high-priority task is forced to wait for a low-priority task to release a resource.

  • 02

    How does this MCP help with deadlocks?

    It uses the assess_system_risk_and_fairness capability to calculate the probability of a deadlock occurring in your current state.

  • 03

    Can I test different scheduling protocols?

    Yes, you can use the evaluate_resolution_strategies capability to see how different protocols affect your throughput.

  • 04

    Which AI clients can use this MCP?

    You can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 05

    Does this work for real-time systems?

    Yes, it is specifically designed for detecting and mitigating issues in real-time and concurrent environments.

  • 06

    How do I detect if a high-priority task is being blocked?

    You can use the analyze_system_state capability to identify active inversions and calculate their duration and impact.

  • 07

    What resolution strategies are supported?

    The server supports priority_inheritance and priority_ceiling via the evaluate_resolution_strategies capability.

  • 08

    Can I check for deadlock risks?

    Yes, use assess_system_risk_and_fairness to calculate the probability of a circular wait condition.

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