What kind of data does this MCP need to run?

The MCP requires structured data about the cohort, including the total number of companies, the total capital raised, and specific counts for exits, acquisitions, or shutdowns.

Can I use this for any industry?

While designed for venture accelerators, the core metrics—funding success, survival, and exit rates—apply to any group of companies you want to analyze.

Does it just list metrics, or does it calculate them?

It actively calculates the metrics. For example, it doesn't just list 'survival rate'; it calculates the percentage based on the inputs you provide.

Is this MCP only for early-stage startups?

No. It handles the full lifecycle, from initial funding metrics to final exit and survival rates, making it useful for both early and later-stage analysis.

How is the funding success rate calculated?

The funding success rate is the number of companies that successfully raised funds divided by the total cohort size, as determined by calculate_funding_metrics.

What is the difference between survival and acquisition rates?

Survival rate represents companies that are still active and independent, while acquisition rate tracks companies bought by other entities. Both are calculated via calculate_exit_and_survival_metrics.

Can I adjust the average raise for follow-on funding?

Yes, you can use apply_follow_on_adjustment to scale the base average raise by a multiplier representing follow-on performance.

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Connect Accelerator Graduation Success 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. Determine which ventures are succeeding and why.

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 Success Engine.

01
Calculate funding metrics
Answers how effectively the cohort is attracting capital and the average scale of those investments
02
Apply follow on adjustment
Adjusts raw funding metrics to account for the momentum of subsequent funding rounds
03
Calculate exit and survival metrics
Answers how many companies are still operating versus those that have exited or failed

Real work

What teams actually run

End-of-Cycle Review

Run a full analysis on the graduating class to report the overall success rate and average capital raised to stakeholders.

Comparing Cohorts

Compare the survival metrics of your current cohort against a previous one to see if the program is improving.

Investment Thesis Validation

Test your investment thesis by calculating funding metrics for a specific sector to see if it meets your minimum performance thresholds.

Risk Assessment

Determine the failure rate of a group of companies to help predict future portfolio risks.

Automate a task

Put Accelerator Success Engine 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 Success 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.

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

You don't need a client to put Accelerator Success 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

890ms average. Fast in production.

Accelerator Success Engine is checked daily against the live service.

Daily averagePeak 1033ms

Oct 3Today

Fastest day: 668ms
Slowest day: 1033ms
14-day trend: Stable0%

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 Success Engine, so you can see the experience inside your AI.

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

Accelerator Success Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_DC05erbguWldkJGDjLMjlK8YlEwYOvTf6sX26v9a/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 Success Engine capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "accelerator-graduation-success-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DC05erbguWldkJGDjLMjlK8YlEwYOvTf6sX26v9a/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 Success Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Accelerator Success Engine owners hand off.

This MCP is built for professionals who manage venture capital programs or accelerator cohorts. If you need to measure the real-world performance and risk profile of a group of startups, this is your capability. It moves beyond simple reporting to give you actionable, quantitative insights.

01
Venture Capital Manager
Use this to benchmark the performance of different investment batches and assess portfolio health.
02
Accelerator Program Director
Run end-of-cycle reports to prove the program's success and justify future funding.
03
Startup Analyst
Analyze market trends by comparing the metrics of multiple, unrelated startup cohorts.

FAQ

Questions Accelerator Success Engine owners ask.

01
What kind of data does this MCP need to run?
The MCP requires structured data about the cohort, including the total number of companies, the total capital raised, and specific counts for exits, acquisitions, or shutdowns.
02
Can I use this for any industry?
While designed for venture accelerators, the core metrics—funding success, survival, and exit rates—apply to any group of companies you want to analyze.
03
Does it just list metrics, or does it calculate them?
It actively calculates the metrics. For example, it doesn't just list 'survival rate'; it calculates the percentage based on the inputs you provide.
04
Is this MCP only for early-stage startups?
No. It handles the full lifecycle, from initial funding metrics to final exit and survival rates, making it useful for both early and later-stage analysis.
05
How is the funding success rate calculated?
The funding success rate is the number of companies that successfully raised funds divided by the total cohort size, as determined by calculate_funding_metrics.
06
What is the difference between survival and acquisition rates?
Survival rate represents companies that are still active and independent, while acquisition rate tracks companies bought by other entities. Both are calculated via calculate_exit_and_survival_metrics.
07
Can I adjust the average raise for follow-on funding?
Yes, you can use apply_follow_on_adjustment to scale the base average raise by a multiplier representing follow-on performance.

Explore

More in Finance

Connect Accelerator Success Engine 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 funding metrics

Apply follow on adjustment

Calculate exit and survival metrics

What teams actually run

End-of-Cycle Review

Comparing Cohorts

Investment Thesis Validation

Risk Assessment

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

Accelerator Success Engine Connector

Claude Desktop

Venture Capital Manager

Accelerator Program Director

Startup Analyst

What kind of data does this MCP need to run?

Can I use this for any industry?

Does it just list metrics, or does it calculate them?

Is this MCP only for early-stage startups?

How is the funding success rate calculated?

What is the difference between survival and acquisition rates?

Can I adjust the average raise for follow-on funding?

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