
Connect Accelerator Pre Accelerator Economics 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 true financial returns and program efficiency.
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.

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.
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.
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.
01-03
3 capabilities in this set.
Part of 3 available through Accelerator Economics.
- 01
Analyze conversion economics
Use this function to break down the relationship between conversion efficiency and the cost of acquisition for the main program. It helps you understand the true value contribution of each participant.
- 02
Calculate program roi
This capability determines the direct financial return on the investment made in the pre-accelerator. It calculates the program's overall ROI based on your inputs.
- 03
Evaluate pipeline quality
This capability assesses how much the pre-accelerator improves the standard of incoming applicants. It provides a readiness index score for the applicant pool.
Real work
What teams actually run
Pitching to Investors
You need to show VCs that your pre-accelerator isn't just networking; it's a financial engine. Use the ROI capability to present hard numbers.
Budgeting for Next Cycle
Before setting next year's budget, you run the conversion economics capability to ensure your cost-per-user remains sustainable.
Comparing Program Models
You run the pipeline quality assessment on two different program structures to see which one yields a higher standard of applicants.
Measuring Program Impact
After a cohort graduates, you use the ROI capability to calculate the total financial value generated by the program.
Automate a task
Put Accelerator Economics 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 Economics 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Accelerator Economics 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
823ms average. Fast in production.
Accelerator Economics is checked daily against the live service.
- Fastest day
- 674ms
- Slowest day
- 1147ms
- 14-day trend
- Improving-11%
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 Economics, so you can see the experience inside your AI.
It does not authenticate your account with Accelerator Economics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Accelerator Economics Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_hfe8pju4WgQwkk06QtMUK0faWB6EYveIM4TjFSBN/mcpClaude 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 Economics capabilities are ready to use.
{
"mcpServers": {
"accelerator-pre-accelerator-economics-mcp": {
"url": "https://edge.vinkius.com/vk_preview_hfe8pju4WgQwkk06QtMUK0faWB6EYveIM4TjFSBN/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 Economics in Claude and other AIs
Who it's for
Built for the work Accelerator Economics owners hand off.
This MCP is built for finance and venture capital professionals. If you manage startup programs or advise on early-stage funding, you need to prove that your initiatives generate measurable financial value. It gives you the data points to justify budget requests and measure impact.
- 01
Venture Capital Analyst
You use this to evaluate whether a pre-accelerator program is worth investing in.
- 02
Program Director
You use this to measure the success and economic impact of the program you run.
- 03
Corporate Innovation Manager
You use this to model the return on investment for internal startup initiatives.
FAQ
Questions Accelerator Economics owners ask.
- 01
What kind of data does this MCP analyze?
It focuses on economic metrics specific to accelerator programs. You can analyze financial return on investment (ROI), the quality of the applicant pipeline, and the cost structure of participant conversion.
- 02
Do I need to authenticate to use this MCP?
No, this MCP does not require authentication. You can connect and start running economic models immediately.
- 03
Can I use this for general business ROI, or is it only for accelerators?
It is specialized for pre-accelerator and startup program economics. The capabilities are designed to calculate metrics like pipeline readiness and conversion costs specific to this domain.
- 04
What is the difference between the capabilities?
The capabilities handle different aspects of the program's value. One capability calculates the overall financial return, another measures applicant quality, and the third models conversion costs.
- 05
What clients can I use with this MCP?
You can connect this MCP using any AI client compatible with the Model Context Protocol (MCP), including Claude, Cursor, Windsurf, and VS Code.
- 06
How do I calculate the ROI of my pre-accelerator?
You can use the calculate_program_roi capability by providing the program duration, conversion rate, preparation value, and total cost.
- 07
Can I account for cannibalization risk?
Yes, the calculate_program_roi capability includes an optional parameter for cannibalization rate to discount participants who would have joined the main program regardless.
- 08
How is pipeline quality measured?
Pipeline quality is assessed using evaluate_pipeline_quality, which returns a quality score, readiness index, and the percentage of gap reduction.
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Connect Accelerator Economics to Claude, Cursor, ChatGPT & more
