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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Portfolio Sharpe Optimization with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Deterministic capital allocation engine for maximizing Sharpe ratio in prediction markets.

Included with plan

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

Complete set · 3 capabilities

The complete Portfolio Sharpe Optimization capability set.

These are the exact actions your AI can choose when you ask it to work with Portfolio Sharpe Optimization.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Portfolio Sharpe Optimization.

  1. 01

    Analyze risk profile

    Estimates the potential downside and provides rebalancing instructions

  2. 02

    Get efficient frontier

    Generates a series of optimal portfolios to visualize the trade-off between risk and return

  3. 03

    Optimize weights

    Calculates the exact capital allocation required to maximize the portfolio's Sharpe ratio

Observed, not estimated

843ms average. Fast in production.

Portfolio Sharpe Optimization is checked daily against the live service.

Daily averagePeak 1160ms
Aug 20Today
Fastest day
666ms
Slowest day
1160ms
14-day trend
Slowing+22%

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 Portfolio Sharpe Optimization, so you can see the experience inside your AI.

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

Portfolio Sharpe Optimization Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_YldwIfyfbSPhdtZRlu17wOZOzpLiLEdAUSopvMnW/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 — Portfolio Sharpe Optimization capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "portfolio-sharpe-optimization-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_YldwIfyfbSPhdtZRlu17wOZOzpLiLEdAUSopvMnW/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

FAQ

Questions Portfolio Sharpe Optimization owners ask.

  • 01

    How does the optimizer determine capital allocation?

    The engine uses Markowitz mean-variance optimization to solve for weights that maximize the Sharpe ratio, considering the expected values, variances, and correlations of all provided markets.

  • 02

    What triggers a rebalancing action?

    A rebalance action is automatically suggested via analyze_risk_profile if any single position grows to exceed 20% of the total portfolio value due to market price appreciation.

  • 03

    Can I visualize the risk-return trade-off?

    Yes, you can use the get_efficient_frontier capability to generate a series of optimal portfolios that map the relationship between volatility and expected return.

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