
Connect Venture Risk Adjusted Return Engine to your AI
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. Quantify investment risk and portfolio stability in seconds.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
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 · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Venture Risk Engine.
- 01
Calculate investment metrics
This capability provides a full performance overview of an investment's risk-adjusted returns.
- 02
Compare stage risks
Use this to see how an investment's risk profile shifts as it moves through different developmental stages.
- 03
Evaluate sector volatility
This capability determines how much volatility in a specific industry will impact your expected value.
- 04
Get portfolio impact
This capability calculates how a single high-risk asset affects the overall stability of your entire portfolio.
Real work
What teams actually run
Deal Evaluation
Run a quick check on a new lead to see its risk-adjusted return and Sharpe ratio equivalent.
Stage Transition Planning
Model how much risk decreases when an investment moves from Seed to Series A.
Sector Exposure Analysis
Check if a specific industry's volatility will significantly lower your expected returns.
Portfolio Stress Testing
Determine if adding a high-risk asset will destabilize your current portfolio balance.
One connector, every AI
Venture Risk Engine 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 Venture Risk Engine 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
906ms average. Fast in production.
Venture Risk Engine is checked daily against the live service.
- Fastest day
- 704ms
- Slowest day
- 1085ms
- 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. 4 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 Venture Risk Engine, so you can see the experience inside your AI.
It does not authenticate your account with Venture Risk Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Venture Risk Engine Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Pucfi3AevupuCZqMoXU0S6MaRr2ZRC5Co9nJMf3H/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 — Venture Risk Engine capabilities are ready to use.
{
"mcpServers": {
"venture-risk-adjusted-return-engine-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Pucfi3AevupuCZqMoXU0S6MaRr2ZRC5Co9nJMf3H/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 Venture Risk Engine in Claude and other AIs
Who it's for
Built for the work Venture Risk Engine owners hand off.
This MCP is built for professionals managing high-uncertainty capital allocations.
- 01
Venture Capitalists
Hand off deal math and risk modeling to your agent.
- 02
Portfolio Managers
Use the agent to check how new deals affect total portfolio stability.
- 03
Investment Analysts
Let the agent run quick sensitivity analyses on stage-based risks.
FAQ
Questions Venture Risk Engine owners ask.
- 01
What kind of math does this MCP perform?
It calculates risk-adjusted returns, Sharpe ratios, expected values, and portfolio stability metrics.
- 02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
- 03
How does it handle failure rates?
The MCP adjusts expected returns against failure probabilities to provide a more accurate risk-adjusted view.
- 04
Does it analyze industry risk?
Yes, it includes a capability to evaluate how sector volatility impacts your expected value.
- 05
Is this for individual deals or entire portfolios?
It handles both, from individual investment metrics to total portfolio impact and stability.
- 06
How does this capability account for the possibility of total loss?
The engine uses the failure rate to calculate the risk-adjusted return and expected value, ensuring the probability of losing the entire principal is factored into the performance metrics.
- 07
Can I adjust for specific industry risks?
Yes, you can use evaluate_sector_volatility to determine how specific sector volatility impacts your expected value.
- 08
How is portfolio diversification handled?
You can use get_portfolio_impact to calculate how a single investment affects the total portfolio's risk-adjusted stability based on your current diversification level.
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Connect Venture Risk Engine to Claude, Cursor, ChatGPT & more
