
Connect Discount Order Optimizer 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. Find the exact sequence of discounts to hit the lowest price.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
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 Discount Order Optimizer.
- 01
Validate discount eligibility
This capability checks if a specific discount can be applied to the current total. It verifies if the order meets necessary requirements like minimum spend thresholds.
- 02
Calculate sequence impact
This capability calculates the final price resulting from a specific order of discounts. It shows exactly how much each step changes the total.
- 03
Find optimal discount sequence
This capability finds the best possible order of all available discounts. It tests every permutation to identify the sequence that results in the lowest final price.
Real work
What teams actually run
Promotional Strategy Testing
Test how a new percentage off coupon interacts with existing fixed-amount discounts.
Customer Support Verification
Confirm why a specific combination of discounts resulted in a certain final price for a user.
Margin Protection
Determine the most conservative order of discounts to protect profit margins during sales.
Checkout Logic Validation
Verify that your automated checkout system is applying discounts in the most efficient order.
One connector, every AI
Discount Order Optimizer 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 Discount Order Optimizer 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
710ms average. Fast in production.
Discount Order Optimizer is checked daily against the live service.
- Fastest day
- 588ms
- Slowest day
- 1064ms
- 14-day trend
- Slowing+13%
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 Discount Order Optimizer, so you can see the experience inside your AI.
It does not authenticate your account with Discount Order Optimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Discount Order Optimizer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_CFdi9twemev2e3T8dACcUrbwLCCOz5O35TB0qH3k/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 — Discount Order Optimizer capabilities are ready to use.
{
"mcpServers": {
"discount-order-optimizer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_CFdi9twemev2e3T8dACcUrbwLCCOz5O35TB0qH3k/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 Discount Order Optimizer in Claude and other AIs
Who it's for
Built for the work Discount Order Optimizer owners hand off.
This MCP is built for professionals managing complex pricing and promotional logic in ecommerce environments.
- 01
Ecommerce Managers
They hand off promotional testing to the AI to verify how different coupon stacks affect margins.
- 02
Pricing Analysts
They use the capability to model the impact of new discount structures on customer totals.
- 03
Developers
They use the MCP to validate the logic of their checkout systems against mathematical edge cases.
FAQ
Questions Discount Order Optimizer owners ask.
- 01
How does this MCP find the best discount order?
It uses an exhaustive permutation algorithm. It tests every possible sequence of the provided discounts to find the one that results in the lowest final price.
- 02
Can it handle minimum spend requirements?
Yes. The capability checks eligibility at each step, ensuring a discount is only applied if the running total meets the required threshold.
- 03
What kind of discounts can I use?
You can use percentage reductions, fixed amount discounts, and shipping adjustments.
- 04
Which AI clients can use this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 05
Do I need to host this myself?
No. Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
- 06
How does the optimization algorithm work?
The capability generates all possible permutations of your provided discounts. For each sequence, it simulates the application process step-by-step, verifying if conditions like min_spend are met at the exact moment each discount is applied. It then returns the sequence that results in the lowest final price.
- 07
Can I check if a specific discount is valid for my current cart total?
Yes, you can use the validate_discount_eligibility capability. By providing the current running total, the discount object, and the user context (like membership tier), the capability will confirm if the discount is applicable or explain why it was skipped.
- 08
Does the capability handle different types of discounts?
Yes, it supports percentage reductions, fixed_amount subtractions, and fixed_shipping adjustments. The optimizer considers how each type interacts with others in a sequence.
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Connect Discount Order Optimizer to Claude, Cursor, ChatGPT & more
