What kind of commodities can I trade with this MCP?

This MCP is designed for commodity futures, allowing you to analyze price and liquidity for various assets.

How does the MCP generate trading signals?

It uses a deterministic framework to analyze price history and open interest to identify overbought or oversold conditions.

Can I use this with Cursor or Claude?

Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

Does this MCP handle the actual trading execution?

No, this MCP provides signals and validation. You use the output to inform your own trading decisions.

How does it ensure my trades are safe?

The validate_liquidity_and_thresholds capability checks every signal against your specific liquidity and profitability requirements.

How are reversal signals generated?

Signals are generated by calculate_reversal_signals, which ranks commodities by their 5-day return and selects the most extreme movers, provided they meet open interest and reversal spread criteria.

What is the purpose of the liquidity filter?

The strategy uses validate_liquidity_and_thresholds to ensure that only commodities with sufficient Open Interest (minimum 5,000) are traded, preventing slippage in illiquid markets.

Can I check historical performance for a specific commodity?

Yes, you can use get_commodity_performance_stats to retrieve the historical reversal rate and average volatility for any specific commodity ID.

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Connect Futures Mean Reversion 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 short-term commodity reversals through price and liquidity analysis.

Ask AI about this Connector

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.

V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Futures Mean Reversion.

01
Get commodity performance stats
This capability provides historical context on how specific commodities behave during extreme price moves.
02
Calculate reversal signals
This capability generates specific buy and sell recommendations based on recent commodity price performance.
03
Validate liquidity and thresholds
This capability verifies if a set of trading signals meets the safety and profitability requirements of your strategy.

Real work

What teams actually run

Spotting Reversals

Identify when a commodity like Crude Oil has moved too far and is due for a reversal.

Risk Management

Run a check on potential trades to ensure they meet minimum open interest and return requirements.

Backtesting Context

Check how a specific commodity has historically reacted to similar price volatility.

Signal Verification

Confirm that a generated buy or sell signal is safe to execute based on liquidity.

One connector, every AI

Futures Mean Reversion 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.

Building your own app? The connector is yours to use.

You don't need a client to put Futures Mean Reversion 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

899ms average. Fast in production.

Futures Mean Reversion is checked daily against the live service.

Daily averagePeak 1078ms

Oct 3Today

Fastest day: 697ms
Slowest day: 1078ms
14-day trend: Slowing+14%

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 Mean Reversion, so you can see the experience inside your AI.

It does not authenticate your account with Futures Mean Reversion. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Futures Mean Reversion Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_dOkguifDwCmW2gqta3vMfuTvxrXoTl1Js6zKjflL/mcp

Claude 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 Mean Reversion capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "futures-mean-reversion-strategy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_dOkguifDwCmW2gqta3vMfuTvxrXoTl1Js6zKjflL/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 Mean Reversion in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Futures Mean Reversion owners hand off.

This MCP is built for professionals managing commodity futures through quantitative methods.

01
Quantitative Traders
They hand off price data to the AI to generate and validate reversal signals.
02
Commodity Analysts
They use the capability to pull historical performance stats for specific assets.
03
Risk Managers
They use the validation capability to ensure signals meet liquidity and safety rules.

FAQ

Questions Futures Mean Reversion owners ask.

01
What kind of commodities can I trade with this MCP?
This MCP is designed for commodity futures, allowing you to analyze price and liquidity for various assets.
02
How does the MCP generate trading signals?
It uses a deterministic framework to analyze price history and open interest to identify overbought or oversold conditions.
03
Can I use this with Cursor or Claude?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
04
Does this MCP handle the actual trading execution?
No, this MCP provides signals and validation. You use the output to inform your own trading decisions.
05
How does it ensure my trades are safe?
The validate_liquidity_and_thresholds capability checks every signal against your specific liquidity and profitability requirements.
06
How are reversal signals generated?
Signals are generated by calculate_reversal_signals, which ranks commodities by their 5-day return and selects the most extreme movers, provided they meet open interest and reversal spread criteria.
07
What is the purpose of the liquidity filter?
The strategy uses validate_liquidity_and_thresholds to ensure that only commodities with sufficient Open Interest (minimum 5,000) are traded, preventing slippage in illiquid markets.
08
Can I check historical performance for a specific commodity?
Yes, you can use get_commodity_performance_stats to retrieve the historical reversal rate and average volatility for any specific commodity ID.

Explore

More in Finance

Connect Futures Mean Reversion to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Get commodity performance stats

Calculate reversal signals

Validate liquidity and thresholds

What teams actually run

Spotting Reversals

Risk Management

Backtesting Context

Signal Verification

Building your own app? The connector is yours to use.

Futures Mean Reversion Connector

Claude Desktop

Quantitative Traders

Commodity Analysts

Risk Managers

What kind of commodities can I trade with this MCP?

How does the MCP generate trading signals?

Can I use this with Cursor or Claude?

Does this MCP handle the actual trading execution?

How does it ensure my trades are safe?

How are reversal signals generated?

What is the purpose of the liquidity filter?

Can I check historical performance for a specific commodity?

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