Use Accelerator Selection Scoring with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Determine which candidates truly fit your accelerator cohort.
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.
Complete set · 4 capabilities
The complete Accelerator Selection Scoring capability set.
These are the exact actions your AI can choose when you ask it to work with Accelerator Selection Scoring.
01-04
4 capabilities in this set.
Part of 4 available through Accelerator Selection Scoring.
- 01
Calculate application score
Calculates the primary weighted score for a single application
- 02
Evaluate cohort impact
Adjusts an application's score based on how well it fits the specific needs of the current cohort
- 03
Generate selection analytics
Provides a holistic view of an application's standing, including percentile and acceptance likelihood
- 04
Apply bias correction
Adjusts raw scores to mitigate the impact of individual interviewer tendencies
Observed, not estimated
804ms average. Fast in production.
Accelerator Selection Scoring is checked daily against the live service.
- Fastest day
- 687ms
- Slowest day
- 936ms
- 14-day trend
- Stable+2%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Selection Scoring, so you can see the experience inside your AI.
It does not authenticate your account with Accelerator Selection Scoring. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Accelerator Selection Scoring Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_aqea14An4EhXYTHzQGWIoqNZxUeuxn7JbeRXLMij/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 Selection Scoring capabilities are ready to use.
{
"mcpServers": {
"accelerator-selection-scoring-mcp": {
"url": "https://edge.vinkius.com/vk_preview_aqea14An4EhXYTHzQGWIoqNZxUeuxn7JbeRXLMij/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
Who it's for
Built for the work Accelerator Selection Scoring owners hand off.
This MCP is built for program managers and venture analysts who manage high volumes of applications. If your job involves ranking candidates or making selection decisions based on complex criteria, this capability saves you time and reduces human error.
- 01
Program Manager
Manages the scoring pipeline, ensuring every application is scored consistently across all criteria.
- 02
Venture Analyst
Needs to compare candidates against historical data and assess market fit before making recommendations.
- 03
Investment Committee Member
Requires objective, bias-corrected analytics to support final investment decisions.
FAQ
Questions Accelerator Selection Scoring owners ask.
- 01
Does this MCP account for human bias?
Yes. The MCP includes a specific capability to adjust raw scores. This process mitigates the impact of individual interviewer tendencies, ensuring your final ranking is more objective.
- 02
What kind of data does it need?
It requires structured data points, such as metrics (e.g., Team, Market, Product) and the corresponding weights you want to apply to those metrics.
- 03
Can I just get a simple score?
You can start by calculating the primary weighted score. However, for a complete picture, you should also run the score through the bias correction and cohort impact capabilities.
- 04
Is this just a scoring capability, or does it predict success?
It does both. It calculates a weighted score, but the final analytics capability provides acceptance probabilities and percentile rankings, giving you a prediction of standing.
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