What is this MCP used for?

It provides quantitative capabilities to identify statistical price extremes and mean-reversion entry points using Z-score and RSI filters.

Which AI clients can I use with this?

You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

How does it identify BUY or SELL signals?

It uses the calculate_z_score_signals capability to detect when prices deviate from their moving average, which is then confirmed by RSI momentum filters.

Can I get volatility data?

Yes, the get_strategy_summary capability provides a statistical overview of price distribution and volatility.

Does this MCP require me to host it?

No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect your client.

How are entry signals generated?

Signals are generated when the Z-score exceeds the specified threshold and the RSI confirms the momentum direction (oversold for BUY, overbought for SELL).

What is the purpose of the reversion probability capability?

The get_reversion_probability capability calculates the historical frequency with which prices at a specific Z-score level have successfully returned to the mean.

Can I customize the lookback period?

Yes, most capabilities like calculate_z_score_signals allow you to specify a custom lookback period for SMA and standard deviation calculations.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Mean Reversion 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. Identify statistical price extremes for better entry points.

Ask AI about this Connector

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.

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 Mean Reversion Strategy.

01
Calculate z score signals
This capability detects BUY and SELL opportunities by identifying when prices deviate from their moving average using Z-score and RSI filters.
02
Get reversion probability
This capability calculates the historical probability that a price will return to its mean.
03
Get strategy summary
This capability provides a statistical overview of price distribution and volatility.

Real work

What teams actually run

Spotting Reversals

Use the Z-score capability to find when a stock has dropped too far and is due for a bounce.

Risk Assessment

Check the reversion probability to see if a trade has a high statistical likelihood of success.

Market Regime Analysis

Run a strategy summary to understand current price distribution and volatility levels.

Signal Validation

Combine Z-score signals with RSI to confirm that a price move is actually an extreme.

One connector, every AI

Mean Reversion 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.

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

You don't need a client to put Mean Reversion 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

880ms average. Fast in production.

Mean Reversion Strategy is checked daily against the live service.

Daily averagePeak 1031ms

Oct 3Today

Fastest day: 702ms
Slowest day: 1031ms
14-day trend: Stable-4%

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

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

Mean Reversion Strategy Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_jWojK591XQOFP0Gko4TMDGHLTSvzYSzywF7GVC6V/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 — Mean Reversion Strategy capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "mean-reversion-strategy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jWojK591XQOFP0Gko4TMDGHLTSvzYSzywF7GVC6V/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 Mean Reversion Strategy in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Mean Reversion Strategy owners hand off.

This MCP is built for people who want to apply quantitative methods to their trading logic through an AI interface.

01
Quantitative Traders
They hand off raw price data to the AI to get instant Z-score and RSI signals.
02
Algorithmic Developers
They use the statistical capabilities to validate mean reversion logic for their models.
03
Data Analysts
They use the summary capabilities to get quick distributions and volatility metrics.

FAQ

Questions Mean Reversion Strategy owners ask.

01
What is this MCP used for?
It provides quantitative capabilities to identify statistical price extremes and mean-reversion entry points using Z-score and RSI filters.
02
Which AI clients can I use with this?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
03
How does it identify BUY or SELL signals?
It uses the calculate_z_score_signals capability to detect when prices deviate from their moving average, which is then confirmed by RSI momentum filters.
04
Can I get volatility data?
Yes, the get_strategy_summary capability provides a statistical overview of price distribution and volatility.
05
Does this MCP require me to host it?
No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect your client.
06
How are entry signals generated?
Signals are generated when the Z-score exceeds the specified threshold and the RSI confirms the momentum direction (oversold for BUY, overbought for SELL).
07
What is the purpose of the reversion probability capability?
The get_reversion_probability capability calculates the historical frequency with which prices at a specific Z-score level have successfully returned to the mean.
08
Can I customize the lookback period?
Yes, most capabilities like calculate_z_score_signals allow you to specify a custom lookback period for SMA and standard deviation calculations.

Explore

More in Finance

Connect Mean Reversion Strategy 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

Calculate z score signals

Get reversion probability

Get strategy summary

What teams actually run

Spotting Reversals

Risk Assessment

Market Regime Analysis

Signal Validation

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

Mean Reversion Strategy Connector

Claude Desktop

Quantitative Traders

Algorithmic Developers

Data Analysts

What is this MCP used for?

Which AI clients can I use with this?

How does it identify BUY or SELL signals?

Can I get volatility data?

Does this MCP require me to host it?

How are entry signals generated?

What is the purpose of the reversion probability capability?

Can I customize the lookback period?

Mean-Reversion Ensemble Strategy AI Connector

Futures Mean Reversion Strategy AI Connector

RSI Divergence Strategy AI Connector

Pairs Trading Cointegration Strategy AI Connector

Suggestions

Connors RSI Calculator AI Connector

Fisher Transform Strategy AI Connector

Gap Fill Strategy AI Connector

Basket Trading Strategy AI Connector