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Connect Accelerator Cohort Optimizer 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. Build balanced, high-potential groups of companies.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Cohort Optimizer.

  1. 01

    Calculate optimal composition

  2. 02

    Evaluate cohort health

  3. 03

    Simulate synergy impact

Real work

What teams actually run

01

Curating a New Class

You have 50 applicants and need a class of 10. Use the MCP to select the 10 that maximize diversity and sector spread.

02

Pre-Investment Vetting

Before committing to a batch of investments, run the cohort health check to flag any potential internal risks.

03

Program Improvement

Analyze past cohorts using synergy simulation to see where the biggest collaboration gaps were, improving next year's intake criteria.

04

Board Reporting

Generate a professional report showing how the selected cohort meets specific diversity goals, impressing stakeholders.

Automate a task

Put Accelerator Cohort Optimizer 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 Cohort Optimizer 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Accelerator Cohort Optimizer 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

899ms average. Fast in production.

Accelerator Cohort Optimizer is checked daily against the live service.

Daily averagePeak 1058ms
Oct 3Today
Fastest day
680ms
Slowest day
1058ms
14-day trend
Slowing+7%

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 Cohort Optimizer, so you can see the experience inside your AI.

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

Accelerator Cohort Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wgnVXQSIIiuKXGYEG9LPVuLs3tHzdGBgE8IvMxQM/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Accelerator Cohort Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-cohort-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wgnVXQSIIiuKXGYEG9LPVuLs3tHzdGBgE8IvMxQM/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 Cohort Optimizer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Accelerator Cohort Optimizer owners hand off.

This MCP is essential for program managers, venture partners, and portfolio managers who run accelerator programs. If your job involves curating a class of startups, this capability replaces guesswork with data. It lets you prove that your cohort selection is strategic, not random.

  • 01

    Venture Partner

    Use it to vet potential cohorts and ensure the group has the right mix of skills and sectors to maximize investment returns.

  • 02

    Program Manager

    Run it to select the ideal class lineup, guaranteeing the cohort meets diversity and balance metrics.

  • 03

    Startup Founder

    Use it to understand what characteristics make a group of companies highly synergistic and valuable.

FAQ

Questions Accelerator Cohort Optimizer owners ask.

  • 01

    Does this MCP handle diversity metrics?

    Yes. The MCP is designed to optimize selection based on diversity goals. You can input specific criteria, and the capability will select a group that maximizes that balance.

  • 02

    What kind of data does it need to run?

    It requires a list of candidate companies. The MCP uses the data associated with those companies to calculate sector balance, diversity scores, and synergy potential.

  • 03

    Is this just a directory of capabilities?

    No. Vinkius hosts and manages this entire MCP. You connect once from your AI client, and the entire optimization suite is ready to use immediately.

  • 04

    Can I predict how well the companies will work together?

    You can. The simulate_synergy_impact capability specifically predicts peer learning potential and estimates the number of collaborative opportunities within the group.

  • 05

    How do I select the best companies for my cohort?

    You can use the calculate_optimal_composition capability, providing your applicant pool and desired constraints like diversity goals and sector balance.

  • 06

    Can I check if a cohort is well-balanced?

    Yes, the evaluate_cohort_health capability provides a diagnostic report including diversity scores and competition risk.

  • 07

    How is synergy measured?

    The simulate_synergy_impact capability estimates peer learning potential and estimated collaborations based on company stages and sectors.

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