• DATA
  • LISTS
  • REPORTS
  • HUMAN

How to calculate weighted exam scores with your AI

Connect once, then your agent handles the math. You provide the weights and the scores, and the AI does the rest.

Ask AI about this page

Short answer

How can I automate weighted exam scoring?

You give your agent the scores for each stage and the weight you want to assign to them. The AI uses the calculate_weighted_score tool to produce the final results. You get a clear list of final scores.

The results.

Where your data lands.

This is what you get after the calculation finishes.

DATA

Weighted totals

The AI calculates the final score for every candidate using your specific weightings. You get a precise numerical output for each person.

LISTS

Ranked candidates

The tool processes the raw data into a structured format. You get a clear view of how candidates stack up.

REPORTS

Score breakdowns

The AI handles the math for you. You get the final numbers without manual spreadsheet work.

HUMAN

Final verification

The AI provides the math, but you decide if the results meet your grading standards. You remain the final authority.

The workflow

What your AI does when the data arrives.

The AI takes your raw exam data and applies your custom rules.

  1. Data ingestion

    Your agent reads the scores from your provided source, like a spreadsheet or a list of results.

    calculate_weighted_score

  2. Weight application

    The AI maps the specific weight for each exam stage to the corresponding candidate scores.

    calculate_weighted_score

  3. Score computation

    The tool runs the math to find the final weighted average for every individual in the set.

    calculate_weighted_score

  4. Result delivery

    The agent presents the final calculated scores in a format you can immediately use for ranking.

    calculate_weighted_score

Try it

Copy these to start.

Use these prompts to kick off the scoring process.

Starting points

Replace the bracketed text with your actual data sources or specific weight values.

Concurso Score Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_cEvUTCFoKRPpsQiSP3WjjR3EacJ0CWLigmpq34JP/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 — Concurso Score Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "concurso-score-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_cEvUTCFoKRPpsQiSP3WjjR3EacJ0CWLigmpq34JP/mcp"
    }
  }
}
Copy into chat04

  • Calculate the weighted scores for the candidates in this Google Sheet using a 40% weight for the written exam and 60% for the interview.

  • Apply these weights to the exam results in my CSV: Stage 1 is 30%, Stage 2 is 70%.

  • Use the Concurso Score Calculator to process the scores from the 'Final_Exam_Results' file.

  • Here is a list of scores: [Score A: 85, Score B: 90]. Apply a 50/50 weight to each.

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

Start here

Connect Concurso Score Calculator once, then ask.

You only need to link the MCP to your client once. Your credentials stay encrypted, and you can start calculating scores immediately.

Connect Concurso Score Calculator to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the original exam scores?

    No. The AI only reads the scores to perform calculations; it does not modify your source data.

  • 02

    Does the AI decide who passes or fails?

    No. The AI calculates the scores based on your weights, but you must make the final decision on passing thresholds.

  • 03

    Can I use different weights for different candidates?

    Yes, you can instruct your agent to apply unique weight sets to different groups of candidates.

  • 04

    What happens if a weight is missing?

    The calculation will fail if the weights provided do not account for all exam stages.

  • 05

    Can the AI generate a PDF report of the scores?

    No. This MCP is specifically for calculating the weighted scores, not for document generation.

  • More questions about Concurso Score Calculator? The Connector page answers them. See everything the Concurso Score Calculator Connector can do

Connect Concurso Score Calculator to Claude, Cursor, ChatGPT & more