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Connect Momentum Factor 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. Generate deterministic long and short signals for your portfolio.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Momentum Factor Strategy.

  1. 01

    Analyze momentum risk

    This capability checks for potential momentum crashes by evaluating recent market volatility.

  2. 02

    Calculate momentum signals

    This capability generates long and short asset rankings and determines portfolio composition based on momentum returns.

  3. 03

    Evaluate performance

    This capability compares the returns of your momentum strategy against a specific benchmark.

Real work

What teams actually run

01

Trend Following

Identify assets with sustained upward momentum for long positions.

02

Mean Reversion Avoidance

Use the one-month exclusion rule to avoid entering trades during temporary reversals.

03

Risk Management

Monitor market volatility to see if a momentum crash is likely.

04

Alpha Testing

Compare your custom momentum signals against a standard benchmark to find alpha.

One connector, every AI

Momentum Factor 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Momentum Factor 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

900ms average. Fast in production.

Momentum Factor Strategy is checked daily against the live service.

Daily averagePeak 1089ms
Oct 3Today
Fastest day
680ms
Slowest day
1089ms
14-day trend
Stable0%

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 Momentum Factor Strategy, so you can see the experience inside your AI.

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

Momentum Factor Strategy Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_AAkYO9cLMdARapK2YRMHrTvUFpRLN5tEynSjblHi/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Momentum Factor Strategy capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "momentum-factor-strategy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AAkYO9cLMdARapK2YRMHrTvUFpRLN5tEynSjblHi/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 Momentum Factor Strategy in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Momentum Factor Strategy owners hand off.

This MCP is built for quantitative researchers and systematic traders who want to integrate momentum modeling into their AI-driven workflows.

  • 01

    Quantitative Researchers

    They hand off the heavy lifting of asset ranking and signal calculation to the agent.

  • 02

    Systematic Traders

    They use the capability to quickly test momentum strategies against benchmarks.

  • 03

    Data Scientists

    They use the engine to automate the identification of market leaders and laggards.

FAQ

Questions Momentum Factor Strategy owners ask.

  • 01

    How does this MCP avoid short-term reversals?

    The engine excludes the most recent month of returns when calculating momentum signals to prevent being caught in temporary price reversals.

  • 02

    What AI clients can I use with this MCP?

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

  • 03

    Can I use this to check for market crashes?

    Yes, the analyze_momentum_risk capability evaluates the potential for a momentum crash based on recent market volatility.

  • 04

    Does this MCP require me to host anything?

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

  • 05

    How are the long and short signals determined?

    The calculate_momentum_signals capability ranks assets based on historical returns to identify leaders for long positions and laggards for short positions.

  • 06

    How does the strategy avoid short-term reversal?

    The engine excludes the most recent 21 trading days from the momentum calculation to prevent reacting to short-term mean reversion.

  • 07

    What happens if a momentum crash is detected?

    When analyze_momentum_risk flags a crash risk due to significant market declines, the engine reduces the exposure multiplier to mitigate downside.

  • 08

    Does the strategy filter for liquidity?

    Yes, the engine only considers assets with a market capitalization exceeding the $500M liquidity threshold.

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