What are Williams Fractals?

They are deterministic indicators used to identify price extrema, specifically Up-Fractals and Down-Fractals, which mark potential turning points in price action.

Which AI clients can use this MCP?

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

Does this MCP provide specific price levels?

Yes, the evaluate_trading_signals capability provides specific entry prices, stop-loss levels, and take-profit levels.

How does it handle volatility?

The MCP uses volatility-adjusted rules to determine trading signals and provides market regime context to help your agent understand current volatility levels.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

How are fractals confirmed?

A fractal is confirmed two bars after the middle bar (the peak or trough) satisfies the extremum condition.

What triggers a BUY signal?

A BUY signal is triggered when the current price breaks above the most recent Up-Fractal, provided the last confirmed fractal was an Up-Fractal.

How is risk managed in this strategy?

Stop-loss levels are set using the opposite fractal price or a 2x ATR adjustment, while take-profit targets use the next fractal level or a 3:1 reward-to-risk ratio.

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Connect Williams Fractals 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. Detect price reversals and breakout signals with deterministic fractal math.

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 Williams Fractals Strategy.

01
Analyze fractal patterns
This capability identifies confirmed Up and Down fractals while calculating structural metrics for your price data.
02
Evaluate trading signals
Use this to get Buy, Sell, or Hold signals based on current price action and fractal data.
03
Get market regime context
This capability provides a summary of recent fractal activity to help your agent understand the current market structure.

Real work

What teams actually run

Breakout Detection

Your agent monitors price series to find when a new fractal breaks a previous high or low.

Volatility Adjustment

The MCP calculates stop-loss and take-profit levels that change as market volatility shifts.

Trend Strength Assessment

You use market regime context to decide if a trend is strong enough to follow.

Automated Signal Validation

Your agent validates potential trades by checking them against confirmed fractal patterns.

One connector, every AI

Williams Fractals 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 Williams Fractals 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

898ms average. Fast in production.

Williams Fractals Strategy is checked daily against the live service.

Daily averagePeak 1262ms

Oct 3Today

Fastest day: 779ms
Slowest day: 1262ms
14-day trend: Stable+1%

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 Williams Fractals Strategy, so you can see the experience inside your AI.

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

Williams Fractals Strategy Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_g3a0UmCATv98Tk9TgeEQ2ztaYPqg2VXXga5T1HRu/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 — Williams Fractals Strategy capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "williams-fractals-strategy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_g3a0UmCATv98Tk9TgeEQ2ztaYPqg2VXXga5T1HRu/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 Williams Fractals Strategy in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Williams Fractals Strategy owners hand off.

This MCP is built for technical traders and developers who want to automate price action analysis using AI agents.

01
Quantitative Traders
They hand off raw price data to the MCP to get deterministic breakout signals.
02
Algorithmic Developers
They use the fractal capabilities to build more robust logic for their automated trading agents.
03
Technical Analysts
They use the market regime context to quickly assess trend strength and volatility.

FAQ

Questions Williams Fractals Strategy owners ask.

01
What are Williams Fractals?
They are deterministic indicators used to identify price extrema, specifically Up-Fractals and Down-Fractals, which mark potential turning points in price action.
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
Does this MCP provide specific price levels?
Yes, the evaluate_trading_signals capability provides specific entry prices, stop-loss levels, and take-profit levels.
04
How does it handle volatility?
The MCP uses volatility-adjusted rules to determine trading signals and provides market regime context to help your agent understand current volatility levels.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
06
How are fractals confirmed?
A fractal is confirmed two bars after the middle bar (the peak or trough) satisfies the extremum condition.
07
What triggers a BUY signal?
A BUY signal is triggered when the current price breaks above the most recent Up-Fractal, provided the last confirmed fractal was an Up-Fractal.
08
How is risk managed in this strategy?
Stop-loss levels are set using the opposite fractal price or a 2x ATR adjustment, while take-profit targets use the next fractal level or a 3:1 reward-to-risk ratio.

Explore

More in Finance

Connect Williams Fractals 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 fractal patterns

Evaluate trading signals

Get market regime context

What teams actually run

Breakout Detection

Volatility Adjustment

Trend Strength Assessment

Automated Signal Validation

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

Williams Fractals Strategy Connector

Claude Desktop

Quantitative Traders

Algorithmic Developers

Technical Analysts

What are Williams Fractals?

Which AI clients can use this MCP?

Does this MCP provide specific price levels?

How does it handle volatility?

Do I need to host the MCP myself?

How are fractals confirmed?

What triggers a BUY signal?

How is risk managed in this strategy?

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