# Futures Carry Optimization MCP for AI Agents AI Agent Connect

> Futures Carry Optimization Strategy MCP helps traders capture maximum roll yield. It identifies the best contract transitions by analyzing carry term structures, calculating implied carry, and ranking available contracts by profitability and liquidity.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Qju9Mq5IocKBw74Ah0NyJ5XJ9qUT4GSAIXK2bhYG/ai-agent-connect
- **Tags:** futures, carry, roll-yield, derivatives, quantitative-finance

## Description

Trading futures involves more than just picking a direction; it's about managing the cost of staying in a position. This MCP gives your AI client the mathematical edge needed to optimize roll yield. Instead of manually checking term structures or guessing which contract offers the best carry, you can ask your agent to scan the entire curve for you. It looks at the relationship between different contract months to find where the money is being left on the table. 

By connecting this to your workflow through Vinkius, you move away from spreadsheets and toward deterministic, data-driven decisions. You can quickly find the most profitable target contract for a roll, check for weird anomalies in the curve, or rank every available month by its annualized implied carry. It turns the complex math of futures carry into a direct conversation with your agent, making it easy to spot liquidity-efficient transitions that actually make sense for your portfolio.

## Tools

### analyze_curve_structure
Inspects the carry profile across all contract months to find trends or anomalies. It provides a clear view of the term structure.

### calculate_optimal_roll
Finds the most profitable contract to move into based on your current holdings. It checks for liquidity and cost efficiency.

### get_contract_rankings
Ranks all available contracts by their annualized implied carry. This helps you spot the strongest market opportunities instantly.

## Prompt Examples

**Prompt:** 
```
Is there anything weird happening in the current futures curve?
```

**Response:** 
```
The current term structure looks mostly standard, but there is a notable anomaly in the **September contract**. 

| Contract | Implied Carry |
| :--- | :--- |
| June | 2.1% |
| July | 2.3% |
| **September** | **4.8%** |
| October | 2.5% |

The September carry is significantly higher than its neighbors, suggesting a potential dislocation or a specific supply/demand imbalance.
```

**Prompt:** 
```
What's the best contract for me to roll into right now?
```

**Response:** 
```
Based on your current position, the **October contract** is your best target. 

* **Target:** October
* **Net Carry:** 2.4%
* **Liquidity Status:** High
* **Reasoning:** It offers the best balance of annualized carry after accounting for estimated roll costs and current bid-ask spreads.
```

**Prompt:** 
```
Which contracts have the highest carry right now?
```

**Response:** 
```
Here are the top-ranked contracts based on annualized implied carry:

1. **December:** 4.2%
2. **March:** 3.8%
3. **June:** 3.1%
4. **September:** 2.9%
```

## Capabilities

### Identify profitable roll targets
Find the specific contract that offers the best net carry for your current position.

### Scan term structure anomalies
Detect unusual deviations in the carry profile across different contract months.

### Rank contracts by carry
Get a sorted list of all available contracts based on their annualized implied carry.

### Validate trade liquidity
Ensure a potential roll meets specific cost and liquidity requirements before you commit.

### Analyze curve shapes
Inspect the entire carry profile to understand market trends and structural shifts.

## Use Cases

### Optimizing a monthly roll
A trader needs to roll a long position. They ask their agent to use calculate_optimal_roll to find the best target while maintaining liquidity.

### Detecting curve dislocations
An analyst notices a price move and uses analyze_curve_structure to see if the carry profile has shifted unexpectedly.

### Scanning for high-carry opportunities
A quant uses get_contract_rankings to find which specific months are offering the highest annualized carry right now.

### Validating roll profitability
A portfolio manager checks if a proposed roll meets their strict profitability criteria before approving the trade.

## Benefits

- Stop manual curve modeling by using analyze_curve_structure to spot anomalies instantly.
- Make faster roll decisions with calculate_optimal_roll providing specific target contracts.
- Identify the best market opportunities by using get_contract_rankings to sort by implied carry.
- Reduce execution errors by validating liquidity and cost through automated roll calculations.
- Get a clear view of the entire carry profile without jumping between multiple data terminals.

## How It Works

The bottom line is you get deterministic carry data delivered through a natural conversation with your agent.

1. Connect your AI client to the MCP via the Vinkius dashboard.
2. Ask your agent to analyze the current curve or calculate a specific roll.
3. Receive actionable contract rankings and profitability data directly in your chat.

## Frequently Asked Questions

**How can the Futures Carry Optimization Strategy MCP help my trading?**
It automates the math behind futures rolls. You can quickly find the most profitable contracts to move into and identify when the curve looks unusual.

**Can I use this MCP to find the best roll targets?**
Yes. You can ask your agent to calculate the most profitable contract to transition into based on your current holdings and liquidity needs.

**Does this MCP work with my existing AI client?**
Yes, as long as you are using an MCP-compatible client like Claude, Cursor, or Windsurf, you can connect this directly to your workflow.

**How does this MCP handle liquidity in roll decisions?**
When calculating optimal rolls, the tool specifically checks to ensure the target contract meets your required liquidity and cost efficiency standards.

**Can I see a full list of contract yields?**
Yes. You can request a full ranking of all available contracts sorted by their annualized implied carry to see where the best opportunities lie.