
Connect Affiliate Program Economics 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. Model your affiliate margins and program profitability instantly.
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.
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.

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.
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.
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.
01-03
3 capabilities in this set.
Part of 3 available through Affiliate Economics Engine.
- 01
Calculate program pnl
This capability estimates the total Profit and Loss for your entire affiliate program based on your current scale.
- 02
Calculate unit economics
Use this capability to find core profitability metrics for a single customer acquired through an affiliate.
- 03
Get tiered commission rate
This capability identifies the correct commission rate for an affiliate based on their specific performance tier.
Real work
What teams actually run
New Partner Onboarding
Model the impact of a new affiliate's commission rate on your unit economics before you sign them.
Scaling Projections
Predict your total program profit when moving from 100 to 10,000 customers.
Tiered Payout Audits
Verify that your highest performing affiliates are being paid the correct tiered rates.
Margin Analysis
Check how changes in AOV or LTV affect your ability to pay higher commissions.
One connector, every AI
Affiliate Economics Engine 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Affiliate Economics Engine 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
869ms average. Fast in production.
Affiliate Economics Engine is checked daily against the live service.
- Fastest day
- 714ms
- Slowest day
- 1033ms
- 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. 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 Affiliate Economics Engine, so you can see the experience inside your AI.
It does not authenticate your account with Affiliate Economics Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Affiliate Economics Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_GUJZ9XKiMHZtVasZdCtsAqLGu5Dq2cWloaMrFO1x/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Affiliate Economics Engine capabilities are ready to use.
{
"mcpServers": {
"affiliate-program-economics-mcp": {
"url": "https://edge.vinkius.com/vk_preview_GUJZ9XKiMHZtVasZdCtsAqLGu5Dq2cWloaMrFO1x/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 Affiliate Economics Engine in Claude and other AIs
Who it's for
Built for the work Affiliate Economics Engine owners hand off.
This MCP is built for marketing professionals who need to validate their financial assumptions without manual spreadsheet work.
- 01
Affiliate Managers
They use the MCP to quickly check if new commission offers are sustainable.
- 02
Growth Marketers
They use it to model how scaling affiliate volume impacts the total program P&L.
- 03
Finance Analysts
They use the capability to audit marketing spend and verify unit economics.
FAQ
Questions Affiliate Economics Engine owners ask.
- 01
What can this MCP calculate?
It calculates unit economics, total program P&L, and tiered commission rates.
- 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 provide my own formulas?
No, the math logic for unit economics and tiered commissions is built into the capabilities.
- 04
Can I model different commission tiers?
Yes, the get_tiered_commission_rate capability handles performance based commission logic.
- 05
Is this for real-time data or modeling?
This is a modeling capability designed to help you run scenarios and projections based on the data you provide.
- 06
How do I calculate the profitability of a single customer?
You can use the calculate_unit_economics capability to determine the effective CAC and the margin per customer based on your commission rate and LTV.
- 07
Can I model tiered commission structures?
Yes, the get_tiered_commission_rate capability allows you to define thresholds and multipliers to reward high-performing affiliates.
- 08
How does the capability handle fraud risk?
The calculate_unit_economics capability accepts a fraud risk factor to adjust the expected lifetime value downward, providing a more realistic margin calculation.
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Connect Affiliate Economics Engine to Claude, Cursor, ChatGPT & more
