What is the difference between this MCP and a simple spreadsheet model?

A spreadsheet can calculate averages, but this MCP uses power law distributions. It models the non-linear reality of venture capital, where a few massive successes drive the entire return, which is far more complex than a simple average.

Do I need to know the failure rate and breakout rate?

Yes. These rates are core inputs. The MCP uses them to simulate the entire portfolio's performance, predicting the necessary capital and the overall return multiple.

Can I use this to predict how much money I need to set aside?

Absolutely. The calculate_reserve_requirements capability determines the specific follow-on capital needed to support the expected breakout companies, giving you a concrete number for your fund structure.

Which AI clients can I connect to?

You can connect any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code. Vinkius manages the connection so you only have to set it up once.

How does the model handle breakout companies?

The model uses power law distributions where breakout companies are the primary drivers of the total return multiple. You can use simulate_portfolio_outcomes to see how these outliers impact the aggregate cohort value.

How do I calculate follow-on capital needs?

Use the calculate_reserve_requirements capability. It takes cohort size, breakout rates, and graduation velocity into account to determine the required reserve amount.

Can I compare different risk profiles?

Yes, the compare_scenarios capability allows you to apply delta changes to a base configuration to see how shifts in failure or breakout rates affect the total return.

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Connect Accelerator Portfolio Construction 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. Predict fund returns and necessary capital reserves accurately.

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.

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.

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 Accelerator Portfolio Construction.

01
Calculate reserve requirements
Determines the necessary follow-on capital reserves required to support the expected breakout companies in a portfolio.
02
Compare scenarios
Analyzes how shifting risk profiles, such as failure rates or breakout rates, impacts the total return multiple by comparing base configurations against modified scenarios.
03
Simulate portfolio outcomes
Simulates the economic outcomes of an accelerator cohort using power law distributions, predicting total return multiples and expected value.

Real work

What teams actually run

Due Diligence on a New Fund

Input a target cohort's metrics to predict the expected total return multiple before committing capital.

Structuring a Fund Round

Use the MCP to calculate the exact reserve requirements needed to support the expected breakout companies in the fund.

Stress Testing Portfolio Risk

Compare a base scenario to one with a higher failure rate to understand the impact on overall fund performance.

Modeling Cohort Growth

Simulate the economic outcomes of a full accelerator class to forecast long-term fund value.

Automate a task

Put Accelerator Portfolio Construction to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Accelerator 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.

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

You don't need a client to put Accelerator 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

851ms average. Fast in production.

Accelerator Portfolio Construction is checked daily against the live service.

Daily averagePeak 1146ms

Oct 3Today

Fastest day: 702ms
Slowest day: 1146ms
14-day trend: Slowing+29%

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 Accelerator Portfolio Construction, so you can see the experience inside your AI.

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

Accelerator Portfolio Construction Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7tr9zHSIXH6CO8fhTePQBCiPRBL1pdCGedpVD6Ru/mcp

Claude 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 — Accelerator Portfolio Construction capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "accelerator-portfolio-construction-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7tr9zHSIXH6CO8fhTePQBCiPRBL1pdCGedpVD6Ru/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 Accelerator Portfolio Construction in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Accelerator Portfolio Construction owners hand off.

This MCP is built for finance professionals who need to move beyond simple averages when assessing investment risk. If you manage venture funds, conduct due diligence, or model portfolio growth, this capability gives you the quantitative edge you need.

01
Venture Capitalist
Use it to model potential returns and assess the viability of new accelerator investments.
02
Fund Manager
Determine necessary follow-on capital and structure fund reserves based on expected breakout success.
03
Financial Analyst
Run detailed scenario comparisons to stress-test a portfolio against varying risk profiles.

FAQ

Questions Accelerator Portfolio Construction owners ask.

01
What is the difference between this MCP and a simple spreadsheet model?
A spreadsheet can calculate averages, but this MCP uses power law distributions. It models the non-linear reality of venture capital, where a few massive successes drive the entire return, which is far more complex than a simple average.
02
Do I need to know the failure rate and breakout rate?
Yes. These rates are core inputs. The MCP uses them to simulate the entire portfolio's performance, predicting the necessary capital and the overall return multiple.
03
Can I use this to predict how much money I need to set aside?
Absolutely. The calculate_reserve_requirements capability determines the specific follow-on capital needed to support the expected breakout companies, giving you a concrete number for your fund structure.
04
Which AI clients can I connect to?
You can connect any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code. Vinkius manages the connection so you only have to set it up once.
05
How does the model handle breakout companies?
The model uses power law distributions where breakout companies are the primary drivers of the total return multiple. You can use simulate_portfolio_outcomes to see how these outliers impact the aggregate cohort value.
06
How do I calculate follow-on capital needs?
Use the calculate_reserve_requirements capability. It takes cohort size, breakout rates, and graduation velocity into account to determine the required reserve amount.
07
Can I compare different risk profiles?
Yes, the compare_scenarios capability allows you to apply delta changes to a base configuration to see how shifts in failure or breakout rates affect the total return.

Explore

More in Finance

Connect Accelerator Portfolio Construction to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Calculate reserve requirements

Compare scenarios

Simulate portfolio outcomes

What teams actually run

Due Diligence on a New Fund

Structuring a Fund Round

Stress Testing Portfolio Risk

Modeling Cohort Growth

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

Accelerator Portfolio Construction Connector

Claude Desktop

Venture Capitalist

Fund Manager

Financial Analyst

What is the difference between this MCP and a simple spreadsheet model?

Do I need to know the failure rate and breakout rate?

Can I use this to predict how much money I need to set aside?

Which AI clients can I connect to?

How does the model handle breakout companies?

How do I calculate follow-on capital needs?

Can I compare different risk profiles?

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