
Connect Futures Carry Optimization Strategy 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. Identify profitable contract rolls and maximize your roll yield.
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 Futures Carry Optimization.
- 01
Analyze curve structure
This capability provides a view of the carry profile across all available contract months. It helps your agent identify trends or anomalies in the term structure.
- 02
Calculate optimal roll
This capability determines the most profitable contract to transition into. It validates that the trade meets your specific profitability and liquidity requirements.
- 03
Get contract rankings
This capability ranks all available contracts by their annualized implied carry. It helps you quickly spot the strongest market opportunities.
Real work
What teams actually run
Optimizing Roll Yield
You use the MCP to find the most profitable contract to move into when your current position is nearing expiry.
Detecting Curve Anomalies
Your agent scans the term structure to find where implied carry deviates from the norm.
Comparing Contract Opportunities
You rank all available contracts to see which ones offer the highest annualized implied carry.
Validating Trade Execution
The AI checks if a specific roll target meets your strict liquidity and profitability rules.
One connector, every AI
Futures Carry Optimization 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 Futures Carry Optimization 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
878ms average. Fast in production.
Futures Carry Optimization is checked daily against the live service.
- Fastest day
- 692ms
- Slowest day
- 1115ms
- 14-day trend
- Slowing+38%
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 Futures Carry Optimization, so you can see the experience inside your AI.
It does not authenticate your account with Futures Carry Optimization. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Futures Carry Optimization Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Qju9Mq5IocKBw74Ah0NyJ5XJ9qUT4GSAIXK2bhYG/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 — Futures Carry Optimization capabilities are ready to use.
{
"mcpServers": {
"futures-carry-optimization-strategy-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Qju9Mq5IocKBw74Ah0NyJ5XJ9qUT4GSAIXK2bhYG/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 Futures Carry Optimization in Claude and other AIs
Who it's for
Built for the work Futures Carry Optimization owners hand off.
This MCP is designed for professionals managing futures positions who need to automate the math behind roll decisions.
- 01
Futures Traders
They hand off contract transition calculations and carry analysis to their AI agent.
- 02
Quantitative Analysts
They use the capability to pull deterministic carry data for model validation.
- 03
Portfolio Managers
They use the rankings to identify the best opportunities for roll yield optimization.
FAQ
Questions Futures Carry Optimization owners ask.
- 01
What does this MCP do?
It provides deterministic intelligence for futures traders to maximize roll yield by identifying optimal contract transitions and analyzing carry term structures.
- 02
How does it help with roll yield?
It calculates implied carry and filters for liquidity and cost efficiency to find the most profitable target contracts.
- 03
Which AI clients can I use with this MCP?
You can connect this MCP to any compatible client like Claude, Cursor, Windsurf, or VS Code.
- 04
Can it find anomalies in the futures curve?
Yes, you can use the analyze_curve_structure capability to inspect the carry term structure for trends and anomalies.
- 05
Does it account for liquidity?
Yes, the calculate_optimal_roll capability validates if a transition meets strict liquidity and profitability criteria.
- 06
How does the capability determine if a roll is profitable?
The capability calculates net carry by subtracting roll costs (spread and slippage) from the implied carry. A signal is only generated if the net carry is at least 1% and the roll cost is less than 20% of the implied carry.
- 07
What are the liquidity requirements for a trade signal?
To ensure market efficiency, a trade signal is only valid if the contract's Open Interest is greater than 5,000.
- 08
Can I use this to analyze the entire futures curve?
Yes, you can use analyze_curve_structure to view the carry profile across all available contract months and identify significant deviations or anomalies in the term structure.
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Connect Futures Carry Optimization to Claude, Cursor, ChatGPT & more
