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Connect AI Safety Alignment Cost Analyzer to your AI

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. Know exactly where your development budget needs to go.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI Safety Alignment Cost.

  1. 01

    Get safety investment breakdown

    Provides a detailed breakdown of how safety and alignment funds are distributed

  2. 02

    Assess compliance readiness

    Evaluates if the current safety spending and coverage meet standard regulatory expectations

  3. 03

    Calculate safety intensity

    Determines how much of the total model development budget is being dedicated to safety

  4. 04

    Evaluate risk mitigation value

    Quantifies the economic effectiveness of safety investments in reducing potential losses

Real work

What teams actually run

01

Board Presentation

Prepare a presentation showing exactly how much money safety spending reduces overall corporate liability.

02

New Market Entry

Before launching in a new country, check if your current safety spending meets that region's specific regulatory expectations.

03

Budget Justification

When asking for more funding, use the safety intensity calculation to prove that current spending is insufficient.

04

Post-Incident Review

After a minor failure, use the risk mitigation value capability to calculate the exact financial loss you avoided.

One connector, every AI

AI Safety Alignment Cost 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 AI Safety Alignment Cost 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

897ms average. Fast in production.

AI Safety Alignment Cost is checked daily against the live service.

Daily averagePeak 1068ms
Oct 3Today
Fastest day
724ms
Slowest day
1068ms
14-day trend
Stable-1%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 AI Safety Alignment Cost, so you can see the experience inside your AI.

It does not authenticate your account with AI Safety Alignment Cost. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

AI Safety Alignment Cost Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_NtZoapWQ8obnyId7nkt8GEzj4EyZQTCYz0Y0rOvU/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 — AI Safety Alignment Cost capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-safety-alignment-cost-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_NtZoapWQ8obnyId7nkt8GEzj4EyZQTCYz0Y0rOvU/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 AI Safety Alignment Cost in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work AI Safety Alignment Cost owners hand off.

This MCP is essential for anyone responsible for the financial and ethical governance of AI products. If you need to justify safety spending to executives or prove compliance to regulators, this capability gives you the numbers you need. It translates technical safety requirements into clear financial metrics.

  • 01

    CTO / VP of Engineering

    Use this to justify increased safety budgets and prove the ROI of alignment efforts.

  • 02

    Compliance Officer

    Run checks to ensure your model's safety spending meets the regulatory expectations of target markets.

  • 03

    Risk Manager

    Quantify potential losses and determine the economic value of your risk mitigation strategies.

  • 04

    Product Manager

    Use the output to guide product roadmaps by tying safety features directly to financial risk reduction.

FAQ

Questions AI Safety Alignment Cost owners ask.

  • 01

    What kind of inputs do I need to use this MCP?

    You need financial data. This includes specific dollar amounts for spending on evaluations, red-teaming, or alignment, as well as figures for potential liability or total development budgets.

  • 02

    Is this capability only for US compliance?

    No. The assess_compliance_readiness capability evaluates standards for different jurisdictions, allowing you to check readiness for multiple markets.

  • 03

    Does this MCP calculate the cost of building the AI?

    No. It focuses specifically on the safety and alignment costs relative to the total development budget, helping you quantify the safety portion of the investment.

  • 04

    Can I use this with Claude or Cursor?

    Yes. As long as your AI client is MCP-compatible, you can connect it to Vinkius and access this analyzer.

  • 05

    How do I calculate my safety spending ratio?

    You can use the calculate_safety_intensity capability by providing your total safety investment and your total development budget.

  • 06

    Can I check if my model is compliant with EU regulations?

    Yes, use the assess_compliance_readiness capability and specify 'Europe' as the region to evaluate your readiness score.

  • 07

    What is the benefit of investing in safety?

    You can quantify the economic benefit of your safety measures by using evaluate_risk_mitigation_value to compare safety costs against potential liability.

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