• SCORE
  • COST
  • CONFIG
  • HUMAN

How to calculate program efficiency metrics with your AI

Connect your accelerator data once. Your AI handles the math to find your cost per startup and performance scores.

Ask AI about this page

Short answer

How do I calculate my program efficiency metrics?

Provide your program configuration to your AI agent. It uses the connected data to generate core performance scores and specific cost per startup figures. You'll get a full breakdown of your resource allocation efficiency.

The results.

Where your data lands.

The AI processes your configuration into these four specific outputs.

SCORE

Core performance scores

The AI calculates your primary efficiency metrics based on your specific program setup. You get a clear number representing your current performance.

COST

Cost per startup

The agent divides your total resource allocation by your startup count. This gives you a direct look at your unit economics.

CONFIG

Configuration analysis

Your AI reviews how you've set up your resources. It identifies how your current settings drive your efficiency scores.

HUMAN

Manual adjustments

The AI provides the math, but you decide how to change your program settings. You retain full control over your actual resource allocation decisions.

The workflow

What your AI does when the configuration arrives.

The AI performs the heavy lifting on the math so you don't have to build spreadsheets.

  1. Read configuration

    Your agent pulls your current program settings and resource distribution data.

    get_program_efficiency

  2. Calculate scores

    The AI runs the efficiency formulas against your provided startup and budget numbers.

    get_program_efficiency

  3. Determine unit costs

    It calculates the exact cost per startup based on your specific allocation.

    get_program_efficiency

  4. Report findings

    The agent presents the final performance scores and cost metrics in your chat interface.

    get_program_efficiency

Try it

Copy these to start.

Use these prompts to kick off the calculation process.

Starting points

Swap out the bracketed text with your actual program names or budget totals.

Accelerator Resource Allocation Connector

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

Connector-Linkhttps://edge.vinkius.com/vk_preview_h1pplzi5jovrfnCwFfRSUDyh92A3FnVJ0Z3gVDa3/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 Resource Allocation capabilities are ready to use.
Konfiguration · claude_desktop_config.jsonKopieren
{
  "mcpServers": {
    "accelerator-resource-allocation-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_h1pplzi5jovrfnCwFfRSUDyh92A3FnVJ0Z3gVDa3/mcp"
    }
  }
}
Copy into chat04

  • Calculate my core performance scores using my current program configuration.

  • What is my cost per startup based on the resource allocation in my spreadsheet?

  • Run an efficiency check on my accelerator program settings.

  • Show me the performance scores for the Q3 cohort configuration.

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

Start here

Connect Accelerator Resource Allocation once, then ask.

Just link the MCP to your client. Your credentials stay encrypted, and you can start asking for metrics immediately.

Connect Accelerator Resource Allocation to your AI

FAQ

Common questions

  • 01

    Can the AI change my program settings?

    No. The AI only reads your configuration to calculate metrics. You must make any changes to your program settings yourself.

  • 02

    Does the AI delete my startup data?

    No. The AI only accesses the data to perform calculations. It has no capability to delete or modify your source records.

  • 03

    How does it know my cost per startup?

    It uses the resource allocation and startup count provided in your program configuration.

  • 04

    Can I use this with Claude?

    Yes, you can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 05

    Do I need to provide a formula?

    No. The AI uses the built-in efficiency logic to generate the scores from your data.

  • More questions about Accelerator Resource Allocation? See everything the Accelerator Resource Allocation Connector can do

Verbinde Accelerator Resource Allocation mit Claude, Cursor, ChatGPT & mehr