What is a volatility breakout strategy?

It is a method that identifies when a market moves from a period of low volatility, known as a squeeze, into a period of high volatility, known as an expansion.

Which AI clients can use this MCP?

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

How does this MCP use Bollinger Bands?

The MCP uses Bollinger Band analysis to detect volatility squeezes and subsequent expansions in price action.

Does this MCP provide specific price targets?

Yes, the calculate_signals capability can generate specific BUY or SELL signals including stop-loss and take-profit levels.

How is breakout strength measured?

The get_breakout_metrics capability evaluates strength using expansion rates and volume data.

How do I know if a breakout is high conviction?

You can use the get_breakout_metrics capability to check the volume Z-Score and the Bollinger Band expansion rate to confirm high conviction.

What is a volatility squeeze?

A squeeze occurs when the Bollinger Band width reaches a recent historical low, indicating low volatility and a potential upcoming breakout.

Does this capability account for news events?

Yes, the calculate_signals capability includes a filter that invalidates signals if an earnings or news event is scheduled within the next 3 days.

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Connect Volatility Breakout 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 high-conviction market moves using volatility expansion filters.

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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 Volatility Breakout Strategy.

01
Analyze volatility regime
This capability determines if the market is currently in a Squeeze, Expansion, or Contraction state.
02
Calculate signals
This capability generates specific BUY, SELL, or HOLD trading signals based on your provided data.
03
Get breakout metrics
This capability provides a granular breakdown of the strength and specific characteristics of a detected breakout.

Real work

What teams actually run

Squeeze Detection

Your agent monitors for periods of low volatility to prepare for an upcoming breakout.

Trade Execution Planning

The AI generates specific entry, stop-loss, and take-profit levels for a detected move.

Trend Confirmation

You use breakout metrics to verify if a price spike is backed by sufficient volume.

Market State Monitoring

The agent continuously checks if the market has shifted from contraction to expansion.

One connector, every AI

Volatility Breakout 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 Volatility Breakout 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

868ms average. Fast in production.

Volatility Breakout Strategy is checked daily against the live service.

Daily averagePeak 1148ms

Oct 3Today

Fastest day: 685ms
Slowest day: 1148ms
14-day trend: Slowing+16%

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 Volatility Breakout Strategy, so you can see the experience inside your AI.

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

Volatility Breakout Strategy Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vNnAdBl0SzLqltjewktV0xXfpg4FUbKO3n5hVq1C/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 — Volatility Breakout Strategy capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "volatility-breakout-strategy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vNnAdBl0SzLqltjewktV0xXfpg4FUbKO3n5hVq1C/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 Volatility Breakout Strategy in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Volatility Breakout Strategy owners hand off.

This MCP is built for traders who want to automate the technical detection of volatility shifts. You hand off the heavy lifting of indicator math to the agent.

01
Quantitative Traders
They use the engine to feed deterministic breakout logic into their automated models.
02
Technical Analysts
They use the capability to quickly validate Bollinger Band squeezes and expansion signals.
03
Algorithmic Developers
They use the breakout metrics to refine their entry and exit parameters.

FAQ

Questions Volatility Breakout Strategy owners ask.

01
What is a volatility breakout strategy?
It is a method that identifies when a market moves from a period of low volatility, known as a squeeze, into a period of high volatility, known as an expansion.
02
Which AI clients can use this MCP?
You can use this MCP with any compatible client including Claude, Cursor, Windsurf, and VS Code.
03
How does this MCP use Bollinger Bands?
The MCP uses Bollinger Band analysis to detect volatility squeezes and subsequent expansions in price action.
04
Does this MCP provide specific price targets?
Yes, the calculate_signals capability can generate specific BUY or SELL signals including stop-loss and take-profit levels.
05
How is breakout strength measured?
The get_breakout_metrics capability evaluates strength using expansion rates and volume data.
06
How do I know if a breakout is high conviction?
You can use the get_breakout_metrics capability to check the volume Z-Score and the Bollinger Band expansion rate to confirm high conviction.
07
What is a volatility squeeze?
A squeeze occurs when the Bollinger Band width reaches a recent historical low, indicating low volatility and a potential upcoming breakout.
08
Does this capability account for news events?
Yes, the calculate_signals capability includes a filter that invalidates signals if an earnings or news event is scheduled within the next 3 days.

Explore

More in Finance

Connect Volatility Breakout 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

Analyze volatility regime

Calculate signals

Get breakout metrics

What teams actually run

Squeeze Detection

Trade Execution Planning

Trend Confirmation

Market State Monitoring

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

Volatility Breakout Strategy Connector

Claude Desktop

Quantitative Traders

Technical Analysts

Algorithmic Developers

What is a volatility breakout strategy?

Which AI clients can use this MCP?

How does this MCP use Bollinger Bands?

Does this MCP provide specific price targets?

How is breakout strength measured?

How do I know if a breakout is high conviction?

What is a volatility squeeze?

Does this capability account for news events?

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