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Connect Community Class Break Even Calculator 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 how many students you need to cover costs.

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 Community Class Break-Even.

  1. 01

    Calculate break even

    This capability finds the exact number of students you need to cover your fixed costs.

  2. 02

    Compare scenarios

    Use this to weigh two different pricing or cost setups against a specific enrollment goal.

  3. 03

    Get profit margin analysis

    This capability calculates your profit margin percentage based on a specific number of students.

  4. 04

    Predict surplus

    This capability estimates your total profit or loss for a given enrollment level.

Real work

What teams actually run

01

Setting Class Prices

Determine the right price per student to ensure you cover your venue rental.

02

Budget Planning

Predict if a class will be profitable based on your current fixed costs.

03

Scenario Testing

Compare a low-price, high-enrollment model against a high-price, low-enrollment model.

04

Risk Assessment

Find out how many students you can afford to lose before the class becomes a deficit.

One connector, every AI

Community Class Break-Even 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 Community Class Break-Even 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

766ms average. Fast in production.

Community Class Break-Even is checked daily against the live service.

Daily averagePeak 1053ms
Oct 8Today
Fastest day
700ms
Slowest day
1053ms
14-day trend
Improving-33%

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 Community Class Break-Even, so you can see the experience inside your AI.

It does not authenticate your account with Community Class Break-Even. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Community Class Break-Even Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_l9SWehm2FkUxaNyVZhSV7KDDK4m39NvseeaaPZpD/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 — Community Class Break-Even capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "community-class-break-even-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_l9SWehm2FkUxaNyVZhSV7KDDK4m39NvseeaaPZpD/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 Community Class Break-Even in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Community Class Break-Even owners hand off.

This MCP is built for people running small-scale educational or community-based programs.

  • 01

    Community Organizers

    They hand off enrollment math to the AI to ensure event viability.

  • 02

    Workshop Instructors

    They use the agent to set prices that cover their materials and venue costs.

  • 03

    Small Program Managers

    They use the AI to compare different budget scenarios for upcoming seasons.

FAQ

Questions Community Class Break-Even owners ask.

  • 01

    What can this MCP do for my community classes?

    It calculates break-even points, predicts profit or loss, analyzes margins, and compares different pricing scenarios.

  • 02

    Which AI clients can I use with this MCP?

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

  • 03

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect and use it.

  • 04

    Can I compare two different price points?

    Yes, the compare_scenarios capability allows you to evaluate different pricing or cost structures for a target number of students.

  • 05

    How do I find my break-even point?

    You can ask your agent to use the calculate_break_even capability by providing your fixed costs and the price per student.

  • 06

    How do I find the minimum number of students needed?

    Use the calculate_break_even capability by providing the total fixed costs and the price charged per student.

  • 07

    Can I compare two different pricing models?

    Yes, use the compare_scenarios capability to see which pricing or cost structure yields a higher surplus for your target enrollment.

  • 08

    How is the surplus calculated?

    Surplus is the total revenue (enrollment multiplied by price per student) minus the fixed costs.

Explore

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