What kind of data does this MCP need to run?

The MCP requires core structural data about your ecosystem, including the number of current cohorts, alumni, investors, and partners. The more accurate your inputs, the better the network effect calculations will be.

Does this calculate the monetary value of connections?

Yes. The calculate_collaboration_value capability specifically estimates the economic impact of interactions between different groups, allowing you to assign a dollar value to cross-cohort activity.

Is this just a simple connection counter?

No. It goes deeper than counting connections. It uses principles like Metcalfe's Law to model the potential value and growth rate, showing how the network scales as participants increase.

Can I use this for non-tech industries?

The underlying principles of network effects apply broadly. As long as your industry has distinct participant groups that interact and build value, this MCP can model that relationship.

What is the difference between network reach and collaboration value?

Network reach measures the sheer number of unique connection points available to a single member. Collaboration value measures the estimated economic impact derived from those connections being utilized.

How does this capability calculate network reach?

The calculate_network_reach capability calculates the total potential connection points by summing cohort members, alumni, investors, and partners, then adjusting for clustering intensity.

Can I estimate the monetary value of my ecosystem?

Yes, by using calculate_collaboration_value, you can estimate the economic impact of interactions between different cohorts based on the collaboration rate and average deal size.

How is ecosystem maturity determined?

Ecosystem maturity is a component of the calculate_growth_velocity capability, which evaluates the expansion momentum relative to the existing network size.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Accelerator Network Effects 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. See exactly how your ecosystem scales and grows.

Ask AI about this Connector

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.

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 Network Effects.

01
Calculate growth velocity
Determine how fast the ecosystem is expanding relative to its existing size
02
Calculate collaboration value
Estimate the economic impact of interactions between different cohorts
03
Calculate network reach
Calculate the total unique connection points available to a single cohort member

Real work

What teams actually run

Assessing a new cohort

Before accepting a new batch of companies, run the MCP to predict the immediate increase in network reach and overall value.

Comparing market hubs

Compare two different city-based accelerator programs by feeding them the same data structure to see which one has higher collaboration value.

Measuring program maturity

Track the growth velocity over several quarters to prove the increasing maturity and stability of your ecosystem.

Identifying value gaps

Determine if the current mix of participants is maximizing connections, or if the network needs specific types of investors or partners.

Automate a task

Put Accelerator Network Effects 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 Network Effects 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 Network Effects 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

883ms average. Fast in production.

Accelerator Network Effects is checked daily against the live service.

Daily averagePeak 1117ms

Oct 3Today

Fastest day: 675ms
Slowest day: 1117ms
14-day trend: Slowing+9%

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

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

Accelerator Network Effects Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_cIfBsTDSfa9lwLyOoYp3Igq6sr9Fb1ASblHDUXeX/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 Network Effects capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "accelerator-network-effects-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_cIfBsTDSfa9lwLyOoYp3Igq6sr9Fb1ASblHDUXeX/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 Network Effects in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Accelerator Network Effects owners hand off.

This MCP is essential for anyone tracking the health and value of a startup ecosystem. If you manage venture capital funds, consult on corporate strategy, or build accelerator programs, you need to quantify the network's true potential. Use it to move beyond qualitative assessments and generate hard, actionable economic data.

01
Venture Capital Analyst
Use it to compare the network effects of different portfolio companies or geographic regions.
02
Ecosystem Builder
Use it to track the growth velocity and overall health of the accelerator program you run.
03
Strategy Consultant
Use it to model potential market expansion and the value derived from cross-sector collaboration.

FAQ

Questions Accelerator Network Effects owners ask.

01
What kind of data does this MCP need to run?
The MCP requires core structural data about your ecosystem, including the number of current cohorts, alumni, investors, and partners. The more accurate your inputs, the better the network effect calculations will be.
02
Does this calculate the monetary value of connections?
Yes. The calculate_collaboration_value capability specifically estimates the economic impact of interactions between different groups, allowing you to assign a dollar value to cross-cohort activity.
03
Is this just a simple connection counter?
No. It goes deeper than counting connections. It uses principles like Metcalfe's Law to model the potential value and growth rate, showing how the network scales as participants increase.
04
Can I use this for non-tech industries?
The underlying principles of network effects apply broadly. As long as your industry has distinct participant groups that interact and build value, this MCP can model that relationship.
05
What is the difference between network reach and collaboration value?
Network reach measures the sheer number of unique connection points available to a single member. Collaboration value measures the estimated economic impact derived from those connections being utilized.
06
How does this capability calculate network reach?
The calculate_network_reach capability calculates the total potential connection points by summing cohort members, alumni, investors, and partners, then adjusting for clustering intensity.
07
Can I estimate the monetary value of my ecosystem?
Yes, by using calculate_collaboration_value, you can estimate the economic impact of interactions between different cohorts based on the collaboration rate and average deal size.
08
How is ecosystem maturity determined?
Ecosystem maturity is a component of the calculate_growth_velocity capability, which evaluates the expansion momentum relative to the existing network size.

Explore

More in Finance

Connect Accelerator Network Effects 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 growth velocity

Calculate collaboration value

Calculate network reach

What teams actually run

Assessing a new cohort

Comparing market hubs

Measuring program maturity

Identifying value gaps

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

Accelerator Network Effects Connector

Claude Desktop

Venture Capital Analyst

Ecosystem Builder

Strategy Consultant

What kind of data does this MCP need to run?

Does this calculate the monetary value of connections?

Is this just a simple connection counter?

Can I use this for non-tech industries?

What is the difference between network reach and collaboration value?

How does this capability calculate network reach?

Can I estimate the monetary value of my ecosystem?

How is ecosystem maturity determined?

Accelerator Alumni Network Value AI Connector

Accelerator Economics Engine AI Connector

Accelerator Peer Learning Value Engine AI Connector

Accelerator Pre-Accelerator Economics AI Connector

Suggestions

Innovation Platform Ecosystem Economics AI Connector

Accelerator Location Economics AI Connector

Accelerator International Partnership Economics AI Connector

Accelerator Unit Economics AI Connector