• SCORE
  • INDEX
  • GAP
  • HUMAN

How to calculate cohort diversity metrics with your AI

Connect your cohort data once. Your AI handles the math to produce a clear picture of representation and inclusion.

Ask AI about this page

Short answer

How can I calculate cohort diversity metrics with my AI?

Your AI uses the calculate_diversity_metrics tool to process your cohort's demographic data. It outputs a specific diversity score and an inclusion index to show you exactly where your cohort stands. You'll get a breakdown of these metrics below.

The results you get.

Where your data lands.

Once the AI processes your cohort, you get these specific outputs.

SCORE

Holistic diversity score

The AI calculates a single score representing the overall demographic spread of your current cohort.

INDEX

Inclusion index

You get a metric that measures how well different groups are represented and integrated within the cohort.

GAP

Representation gaps

The AI identifies specific areas where certain demographics are underrepresented compared to your targets.

HUMAN

Strategic direction

The AI provides the raw numbers, but you decide how to adjust your recruitment or support programs based on the results.

The workflow

What your AI does when the data arrives.

The AI takes your raw cohort information and turns it into structured metrics.

  1. Data ingestion

    Your AI reads the demographic information provided in your cohort spreadsheet or database.

    calculate_diversity_metrics

  2. Metric computation

    The agent runs the math to determine the diversity score and the inclusion index.

    calculate_diversity_metrics

  3. Gap analysis

    The AI compares current numbers against your defined benchmarks to find imbalances.

    calculate_diversity_metrics

  4. Report generation

    The agent summarizes the findings into a readable format for your review.

    calculate_diversity_metrics

Try it

Copy these to start.

Paste these prompts into your chat to begin.

Starting points

Swap the bracketed text for your actual file names or data sources.

Accelerator Cohort Diversity Connector

Alles bereit. Wählen Sie Ihren MCP-Client und folgen Sie den Einrichtungsschritten.

Connector-Linkhttps://edge.vinkius.com/vk_preview_39SaR2XGbaCUwnid059F1iv6A6pg4eJ0OnfCtKxZ/mcp

Claude Desktop

Folgen Sie den Schritten unten, um sich in Sekunden zu verbinden.

  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 Diversity capabilities are ready to use.
Konfiguration · claude_desktop_config.jsonKopieren
{
  "mcpServers": {
    "accelerator-cohort-diversity-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_39SaR2XGbaCUwnid059F1iv6A6pg4eJ0OnfCtKxZ/mcp"
    }
  }
}
Copy into chat04

  • Calculate the diversity score for the [Cohort_2024_Data] spreadsheet.

  • Generate an inclusion index based on the data in [Startup_Cohort_List].

  • Show me the representation gaps in my current [Q3_Cohort] data.

  • Analyze [Cohort_Data.csv] and give me a holistic diversity score.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Accelerator Cohort Diversity Analytics once, then ask.

Just click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Accelerator Cohort Diversity Analytics to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my original data?

    No. The AI only reads your data to perform calculations; it cannot modify your original files or databases.

  • 02

    Does the AI decide my diversity strategy?

    No. The AI provides the scores and identifies gaps, but the actual strategy and decision-making stay with you.

  • 03

    What kind of data do I need to provide?

    You need to provide cohort data that includes demographic identifiers used for diversity calculations.

  • 04

    Can I use this with any AI client?

    Yes, as long as you are using an MCP-compatible client like Claude, Cursor, or Windsurf.

  • 05

    Will the AI delete my cohort records?

    No. This MCP does not have any tools for deleting or removing data.

  • More questions about Accelerator Cohort Diversity Analytics? The Connector page answers them. See everything the Accelerator Cohort Diversity Analytics Connector can do

Verbinde Accelerator Cohort Diversity mit Claude, Cursor, ChatGPT & mehr