
Connect Venture Portfolio Construction 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. Build fund strategies based on power law math.
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 · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Venture Portfolio Construction.
- 01
Optimize investment count
This capability finds the specific number of investments you need to reach a target fund return multiple.
- 02
Calculate portfolio strategy
Use this to set your foundational allocation, including the number of companies to back and your initial check size.
- 03
Analyze concentration risk
This capability checks if your strategy follows your risk management rules for single-company exposure.
- 04
Estimate expected returns
Get a prediction of your total fund value based on power law distributions and expected returns.
Real work
What teams actually run
Fund Sizing
Determine how many companies to back to hit a specific return multiple.
Risk Management
Check if a proposed investment strategy violates single-company exposure limits.
Return Forecasting
Predict total fund value based on expected home run rates.
Strategy Planning
Set initial check sizes and company counts for new fund structures.
One connector, every AI
Venture Portfolio Construction 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 Portfolio Construction 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
901ms average. Fast in production.
Venture Portfolio Construction is checked daily against the live service.
- Fastest day
- 745ms
- Slowest day
- 1168ms
- 14-day trend
- Slowing+24%
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 Portfolio Construction, so you can see the experience inside your AI.
It does not authenticate your account with Venture Portfolio Construction. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Venture Portfolio Construction Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_nsYhlVE5wzcFX2aURp8H51bvx4k4fpIyfUDTs9VH/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 Portfolio Construction capabilities are ready to use.
{
"mcpServers": {
"venture-portfolio-construction-mcp": {
"url": "https://edge.vinkius.com/vk_preview_nsYhlVE5wzcFX2aURp8H51bvx4k4fpIyfUDTs9VH/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 Portfolio Construction in Claude and other AIs
Who it's for
Built for the work Venture Portfolio Construction owners hand off.
This MCP is built for professionals managing venture capital funds who need to model returns mathematically.
- 01
Venture Capitalists
Use the agent to model fund construction and check sizes.
- 02
Fund Managers
Hand off return prediction and risk analysis to your AI client.
- 03
Investment Analysts
Use the capabilities to run quick simulations on target return multiples.
FAQ
Questions Venture Portfolio Construction owners ask.
- 01
How does this MCP model returns?
It uses a power law distribution framework to predict fund value and return multiples.
- 02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf through Vinkius.
- 03
What can I calculate for my fund?
You can calculate optimal investment counts, initial check sizes, expected returns, and concentration risk.
- 04
Does it help with risk management?
Yes, the analyze_concentration_risk capability evaluates if your strategy stays within specific single-company exposure limits.
- 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 does the model account for fund returns?
The model uses a power law distribution where returns are driven by a small number of 'home run' companies. You can use estimate_expected_returns to calculate the expected fund value based on your specific home run rate and multiplier.
- 07
Can I check if my investment concentration is too high?
Yes, the analyze_concentration_risk capability evaluates if your initial check size and planned follow-on reserves stay within your defined concentration limits.
- 08
How do I find the right number of companies to invest in?
You can use optimize_investment_count to determine the minimum number of investments required to reach a specific target return multiple.
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Connect Venture Portfolio Construction to Claude, Cursor, ChatGPT & more
