
Connect Gap Fill Strategy to ChatGPT, Claude and Gemini
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. Trade mean-reversion opportunities using deterministic gap logic.
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.

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.
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.
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.
01-03
3 capabilities in this set.
Part of 3 available through Gap Fill Strategy.
- 01
Analyze gap opportunities
This capability scans historical OHLC and ATR data to find valid gap-up or gap-down setups.
- 02
Calculate trade signals
This capability generates specific entry, stop-loss, and take-profit levels based on intra-day price action.
- 03
Track gap status
This capability monitors active or recent gaps to measure how much of the price gap has been filled.
Real work
What teams actually run
Mean-Reversion Trading
Your agent identifies price gaps and executes trades when the price moves back toward the mean.
Risk Management Automation
The MCP calculates stop-loss and take-profit levels to keep trade risk within set parameters.
Historical Backtesting Prep
You use the analysis capability to scan past OHLC data for valid gap opportunities.
Active Trade Monitoring
The agent tracks how much of a gap has been filled to decide when to exit a position.
One connector, every AI
Gap Fill 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Gap Fill 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
871ms average. Fast in production.
Gap Fill Strategy is checked daily against the live service.
- Fastest day
- 697ms
- Slowest day
- 989ms
- 14-day trend
- Improving-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 Gap Fill Strategy, so you can see the experience inside your AI.
It does not authenticate your account with Gap Fill Strategy. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Gap Fill Strategy Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_HRsvTLRJltiNnPM4JRz9NoC6WE0Z1etpcxTEk5So/mcpClaude 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 — Gap Fill Strategy capabilities are ready to use.
{
"mcpServers": {
"gap-fill-strategy-mcp": {
"url": "https://edge.vinkius.com/vk_preview_HRsvTLRJltiNnPM4JRz9NoC6WE0Z1etpcxTEk5So/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 Gap Fill Strategy in Claude and other AIs
Who it's for
Built for the work Gap Fill Strategy owners hand off.
This MCP is built for traders who want to automate the detection and management of mean-reversion setups.
- 01
Quantitative Traders
They use the MCP to apply deterministic gap-fill logic to their existing data streams.
- 02
Algorithmic Developers
They connect the MCP to their AI agents to handle the math behind gap analysis and signal calculation.
- 03
Technical Analysts
They use the capability to quickly verify if a price gap is a valid mean-reversion candidate.
FAQ
Questions Gap Fill Strategy owners ask.
- 01
What is the Gap Fill Strategy MCP used for?
It is used to identify and trade mean-reversion opportunities by finding price gaps that are likely to fill.
- 02
How does it avoid exhaustion gaps?
The MCP filters gap opportunities based on volatility and size to ensure the trend isn't too strong for a reversal.
- 03
Which AI clients can use this MCP?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 04
Does it provide specific exit prices?
Yes, the calculate_trade_signals capability provides precise stop-loss and take-profit levels.
- 05
Can I track a trade that is already in progress?
Yes, the track_gap_status capability allows you to monitor how much of a gap has been filled over time.
- 06
How does the strategy identify a valid gap?
A gap is valid if it is at least 1% from the previous close, less than 5% in total size, and not an exhaustion gap (less than 3x ATR).
- 07
What capabilities are available in this MCP?
The server provides analyze_gap_opportunities for scanning, calculate_trade_signals for entry logic, and track_gap_status for monitoring progress.
- 08
How is the take-profit level determined?
The take-profit is set at the previous day's closing price, representing a full gap fill.
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Connect Gap Fill Strategy to Claude, Cursor, ChatGPT & more
