What kind of data does this MCP need?

You need data on the cohort's activity over time, including how many companies are active at specific milestones. You also need external indices for market conditions and funding environments to run the full adjustment.

Can I tell the difference between early and late failure?

Yes. The MCP uses failure analysis to categorize shutdowns. It separates 'early death' from 'mature failure,' giving you insight into whether the problem was operational or market-related.

Is this just a simple metric calculator?

No. It goes beyond simple metrics. It uses survival analysis models to calculate adjusted health scores, meaning the results account for external economic factors that might skew raw data.

Does it predict the future?

It analyzes historical performance to calculate survival rates and median survival time. While it informs future planning, it is based on the data you provide and current economic models.

What is the difference between early death and mature failure?

Early death refers to companies that fail within the first 12 months, often due to product-market fit issues. Mature failure occurs after 12 months, typically due to scaling or capital challenges.

How does the capability account for economic downturns?

The get_environmental_adjustment capability allows you to input market and funding indices to adjust observed survival rates, providing a more accurate picture of performance relative to the economic climate.

Can I use this with Cursor or Claude Desktop?

Yes, this MCP server can be connected to Cursor, Claude Desktop, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Accelerator Post Program Survival Analyze 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. Pinpoint failure modes and predict long-term survival rates.

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 Survival Analyzer.

01
Get environmental adjustment
Adjusts the observed survival data to account for external economic factors
02
Get failure analysis
Identifies the specific ways and when companies in the cohort are failing
03
Get survival metrics
Provides a high-level overview of the cohort's survival health over time

Real work

What teams actually run

Due Diligence Review

When evaluating a potential investment, you can run the MCP to see if the target cohort's survival rates are sustainable given current economic headwinds.

Portfolio Health Check

Run the analysis quarterly to check if the overall group of portfolio companies is showing signs of systemic failure or if the decline is isolated.

Program Improvement

After an accelerator class ends, use this MCP to analyze failure patterns and pinpoint which stage or type of company needs more support.

Market Trend Analysis

Compare the survival metrics of different industry cohorts (e.g., SaaS vs. HealthTech) to see which sectors are more resilient during downturns.

Automate a task

Put Accelerator Survival Analyzer 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 Survival Analyzer 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 Survival Analyzer 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

840ms average. Fast in production.

Accelerator Survival Analyzer is checked daily against the live service.

Daily averagePeak 1060ms

Oct 3Today

Fastest day: 665ms
Slowest day: 1060ms
14-day trend: Stable-1%

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 Survival Analyzer, so you can see the experience inside your AI.

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

Accelerator Survival Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_o6jK29TPbOYLItprazCxCGNxVkVrpEQh4mOQlRJs/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 Survival Analyzer capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "accelerator-post-program-survival-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_o6jK29TPbOYLItprazCxCGNxVkVrpEQh4mOQlRJs/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 Survival Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Accelerator Survival Analyzer owners hand off.

This MCP is essential for venture capitalists, corporate strategy teams, and startup consultants. If your job involves assessing the long-term health or risk profile of a group of companies, this capability provides the necessary quantitative depth. You hand off the raw cohort data and market indices to your AI client, and it returns actionable, adjusted viability metrics.

01
Venture Capitalist
Assessing portfolio risk and determining if a cohort's performance was due to merit or market luck.
02
Startup Consultant
Modeling the expected longevity of a client's graduates and identifying specific failure points.
03
Corporate Strategist
Benchmarking internal business units against industry standards using survival analysis.

FAQ

Questions Accelerator Survival Analyzer owners ask.

01
What kind of data does this MCP need?
You need data on the cohort's activity over time, including how many companies are active at specific milestones. You also need external indices for market conditions and funding environments to run the full adjustment.
02
Can I tell the difference between early and late failure?
Yes. The MCP uses failure analysis to categorize shutdowns. It separates 'early death' from 'mature failure,' giving you insight into whether the problem was operational or market-related.
03
Is this just a simple metric calculator?
No. It goes beyond simple metrics. It uses survival analysis models to calculate adjusted health scores, meaning the results account for external economic factors that might skew raw data.
04
Does it predict the future?
It analyzes historical performance to calculate survival rates and median survival time. While it informs future planning, it is based on the data you provide and current economic models.
05
What is the difference between early death and mature failure?
Early death refers to companies that fail within the first 12 months, often due to product-market fit issues. Mature failure occurs after 12 months, typically due to scaling or capital challenges.
06
How does the capability account for economic downturns?
The get_environmental_adjustment capability allows you to input market and funding indices to adjust observed survival rates, providing a more accurate picture of performance relative to the economic climate.
07
Can I use this with Cursor or Claude Desktop?
Yes, this MCP server can be connected to Cursor, Claude Desktop, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

Explore

More in Finance

Connect Accelerator Survival Analyzer 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 environmental adjustment

Get failure analysis

Get survival metrics

What teams actually run

Due Diligence Review

Portfolio Health Check

Program Improvement

Market Trend Analysis

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

Accelerator Survival Analyzer Connector

Claude Desktop

Venture Capitalist

Startup Consultant

Corporate Strategist

What kind of data does this MCP need?

Can I tell the difference between early and late failure?

Is this just a simple metric calculator?

Does it predict the future?

What is the difference between early death and mature failure?

How does the capability account for economic downturns?

Can I use this with Cursor or Claude Desktop?

Accelerator Location Economics AI Connector

Accelerator Pre-Accelerator Economics AI Connector

Accelerator Program ROI Analyzer AI Connector

Accelerator Economics Modeler AI Connector

Suggestions

BEA (Bureau of Economic Analysis) AI Connector

Accelerator Unit Economics AI Connector

Accelerator Track Record Metrics AI Connector

Accelerator Fundraising Success Analyzer AI Connector