What does this MCP calculate?

It calculates three core dimensions of your alumni network's value: Network Density, Referral Economic Value, and Brand Equity. These metrics help you quantify the overall economic and strategic health of your ecosystem.

Is this for physical networks or digital ones?

It models the value of the network itself, regardless of whether the connections are physical or digital. It focuses on the measurable interconnectedness and financial flow between alumni companies.

Do I need to provide raw data files?

No. You provide the key parameters and metrics, such as the number of companies or the referral rate. The MCP handles the complex modeling to generate the final value.

What is the difference between density and referral value?

Network Density measures how connected the community is. Referral Value measures the actual financial impact—the money flowing between companies through alumni connections.

What is Network Density?

Network Density represents the strength and interconnectedness of the alumni ecosystem, calculated using the get_network_density capability.

How is referral value calculated?

Referral value is determined by the get_referral_economic_value capability, which uses total funding raised and the referral rate to quantify financial impact.

Can I estimate my brand prestige?

Yes, you can estimate prestige using get_brand_equity_value, which factors in completed exits and network density.

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Connect Accelerator Alumni Network Value 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. Understand the financial and strategic impact of your ecosystem.

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 Alumni Network Value.

01
Get brand equity value
Estimates the prestige and reputational value of the accelerator based on alumni success
02
Get network density
Determines how interconnected and active the alumni community is
03
Get referral economic value
Quantifies the financial impact generated through alumni-to-alumni referrals and capital flow

Real work

What teams actually run

Fundraising Pitch Deck

Include a slide showing the calculated brand equity value to prove the institutional weight of your program.

Program Review and Scaling

Run a density analysis to pinpoint exactly where your alumni network is weak and needs targeted intervention.

Due Diligence

Use the referral value capability to prove that the ecosystem generates capital flow, not just connections.

Strategic Planning

Model the value of a hypothetical expansion, using the metrics to justify increased operational spend.

Automate a task

Put Accelerator Alumni Network Value 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 Alumni Network Value 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 Alumni Network Value 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

818ms average. Fast in production.

Accelerator Alumni Network Value is checked daily against the live service.

Daily averagePeak 1057ms

Oct 3Today

Fastest day: 609ms
Slowest day: 1057ms
14-day trend: Slowing+26%

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 Alumni Network Value, so you can see the experience inside your AI.

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

Accelerator Alumni Network Value Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Z2eczKxtZYOrOygGR3yFBJT6NyqDK0sXgKo8uL6x/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 Alumni Network Value capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "accelerator-alumni-network-value-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Z2eczKxtZYOrOygGR3yFBJT6NyqDK0sXgKo8uL6x/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 Alumni Network Value in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Accelerator Alumni Network Value owners hand off.

This MCP is essential for program managers, venture capital firms, and strategy officers who need to prove the tangible value of their startup ecosystem. Instead of presenting qualitative data, you can generate hard metrics that show the financial and strategic return on investment from your alumni network.

01
Venture Capital Partner
Use this to quantify the quality and depth of the deal flow generated by your portfolio's alumni.
02
Accelerator Program Manager
Use this to build compelling reports showing the compounding benefits of alumni engagement to secure future funding.
03
Startup Founder
Use this to benchmark your own network's potential value against industry standards.

FAQ

Questions Accelerator Alumni Network Value owners ask.

01
What does this MCP calculate?
It calculates three core dimensions of your alumni network's value: Network Density, Referral Economic Value, and Brand Equity. These metrics help you quantify the overall economic and strategic health of your ecosystem.
02
Is this for physical networks or digital ones?
It models the value of the network itself, regardless of whether the connections are physical or digital. It focuses on the measurable interconnectedness and financial flow between alumni companies.
03
Do I need to provide raw data files?
No. You provide the key parameters and metrics, such as the number of companies or the referral rate. The MCP handles the complex modeling to generate the final value.
04
What is the difference between density and referral value?
Network Density measures how connected the community is. Referral Value measures the actual financial impact—the money flowing between companies through alumni connections.
05
What is Network Density?
Network Density represents the strength and interconnectedness of the alumni ecosystem, calculated using the get_network_density capability.
06
How is referral value calculated?
Referral value is determined by the get_referral_economic_value capability, which uses total funding raised and the referral rate to quantify financial impact.
07
Can I estimate my brand prestige?
Yes, you can estimate prestige using get_brand_equity_value, which factors in completed exits and network density.

Explore

More in Finance

Connect Accelerator Alumni Network Value 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

Get brand equity value

Get network density

Get referral economic value

What teams actually run

Fundraising Pitch Deck

Program Review and Scaling

Due Diligence

Strategic Planning

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

Accelerator Alumni Network Value Connector

Claude Desktop

Venture Capital Partner

Accelerator Program Manager

Startup Founder

What does this MCP calculate?

Is this for physical networks or digital ones?

Do I need to provide raw data files?

What is the difference between density and referral value?

What is Network Density?

How is referral value calculated?

Can I estimate my brand prestige?

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