
Connect Futures Hedging Strategy 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. Neutralize portfolio beta exposure with precise futures calculations.
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 Hedging Strategy.
- 01
Calculate hedge signal
This capability determines the exact number and direction of futures contracts you need to hit your target hedge ratio.
- 02
Check rebalance necessity
Use this to find out if your portfolio needs a new hedge calculation due to time passing or significant shifts in beta.
- 03
Evaluate hedge performance
This capability analyzes how well your current hedge is working by calculating its effectiveness and error.
Real work
What teams actually run
Beta Neutralization
An agent calculates the exact number of futures to sell to offset a long portfolio's beta.
Risk Monitoring
Your agent checks for rebalance necessity when portfolio beta shifts away from the target.
Hedge Auditing
A user asks the agent to evaluate how much tracking error a specific hedge produced.
Scheduled Rebalancing
The capability monitors weekly schedules to ensure hedges stay within acceptable risk parameters.
One connector, every AI
Futures Hedging Strategy 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 Hedging Strategy 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
873ms average. Fast in production.
Futures Hedging Strategy is checked daily against the live service.
- Fastest day
- 691ms
- Slowest day
- 1004ms
- 14-day trend
- Improving-5%
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 Hedging Strategy, so you can see the experience inside your AI.
It does not authenticate your account with Futures Hedging Strategy. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Futures Hedging Strategy Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_SLvPM6WmP579Yz7qlPDp4IhlAGBn1Xb5LkHKJRsI/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 Hedging Strategy capabilities are ready to use.
{
"mcpServers": {
"futures-hedging-strategy-mcp": {
"url": "https://edge.vinkius.com/vk_preview_SLvPM6WmP579Yz7qlPDp4IhlAGBn1Xb5LkHKJRsI/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 Hedging Strategy in Claude and other AIs
Who it's for
Built for the work Futures Hedging Strategy owners hand off.
This MCP is built for professionals managing market exposure who need precise, math-driven hedging instructions.
- 01
Portfolio Managers
They hand off the calculation of contract requirements and rebalance triggers to their agent.
- 02
Risk Analysts
They use the capability to evaluate the effectiveness of existing hedges and monitor beta drift.
- 03
Quantitative Traders
They use the deterministic signals to execute specific buy or sell orders for futures.
FAQ
Questions Futures Hedging Strategy owners ask.
- 01
What can this MCP do for my portfolio?
It allows your AI agent to calculate futures contract requirements, monitor for beta drift, and evaluate hedge performance.
- 02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 03
How does it determine if I need to rebalance?
The capability checks for significant beta drift or specific time-based schedules to signal when a new calculation is needed.
- 04
Does it calculate the direction of the trade?
Yes, the calculate_hedge_signal capability tells your agent whether to buy or sell contracts to meet the target ratio.
- 05
How is hedge effectiveness measured?
The capability evaluates effectiveness by comparing hedged variance against unhedged variance.
- 06
How do I know if my hedge is effective?
You can use the evaluate_hedge_performance capability to calculate hedge effectiveness, which compares the variance of the hedged portfolio against the unhedged one.
- 07
When should I rebalance my hedge?
A rebalance is triggered if seven days have passed since the last update or if the portfolio beta changes by more than 0.1, as determined by check_rebalance_necessity.
- 08
What are the liquidity requirements for hedging?
The calculate_hedge_signal capability enforces filters: the portfolio must be over $100,000, futures open interest must be at least 10,000, and the contract notional must exceed $10,000.
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Connect Futures Hedging Strategy to Claude, Cursor, ChatGPT & more
