• SCORED
  • RESOLVED
  • PREDICTED
  • HUMAN

How to determine final candidate rankings with your AI

Connect your hiring data to your agent to turn raw scores into a structured, prioritized list of top talent.

Ask AI about this page

Short answer

How do I get a final candidate ranking from my AI?

Your AI calculates weighted scores for every applicant, resolves any ties using your specific logic, and predicts where they sit against your available vacancies. You get a clean, prioritized list ready for review.

Where every result lands.

The final outputs

The AI processes your raw data into these specific outcomes.

SCORED

Weighted candidate scores

The AI applies your specific criteria to every applicant. You get a numerical value for each person based on your requirements.

RESOLVED

Tie-broken rankings

When two people have the same score, the AI uses your secondary rules to decide who ranks higher. No more manual sorting.

PREDICTED

Vacancy position forecasts

The AI compares the ranked list against your open headcount. It shows you exactly how many candidates are likely to be hired.

HUMAN

Final hiring decisions

The AI provides the math and the order, but you make the final call on who to extend an offer to.

The workflow

What your AI does when the data arrives.

The AI follows a logical sequence to move from raw data to a finished list.

  1. Score the applicants

    The AI looks at your candidate data and applies the weights you've set for different skills or experience levels.

    calculate_weighted_score

  2. Break the ties

    If multiple candidates have identical scores, the AI applies your tie-breaking logic to maintain a strict order.

    resolve_tiebreaker

  3. Map to vacancies

    The AI checks the ranked list against your number of open roles to see where the cutoff happens.

    predict_ranking_position

  4. Finalize the list

    The AI presents the final, sorted list of candidates in order of their predicted success for the roles.

    predict_ranking_position

Try it

Copy these to start.

Use these prompts to kick off the ranking process.

Starting points

Replace the bracketed text with your actual file names or sheet names.

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 my 'Q3_Hiring_Sheet'.

  • Resolve any ties in the 'Engineering_Applicants' list using my seniority rules.

  • Predict the ranking positions for these candidates against my 5 open developer roles.

  • Run a full ranking pass on the 'Marketing_Candidates' file and show me who fits the vacancies.

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

Start here

Connect Concurso Score Calculator once, then ask.

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

Connect Concurso Score Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my original candidate data?

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

  • 02

    Does the AI decide who to hire?

    No. The AI provides the math and the ranking, but the final hiring decision is always yours.

  • 03

    How does it handle candidates with the same score?

    It uses the resolve_tiebreaker tool to apply your specific secondary criteria to ensure a unique order.

  • 04

    Can I use this with my existing spreadsheet?

    Yes, as long as your AI client can access the file through the connected MCP.

  • 05

    What happens if I have more candidates than vacancies?

    The AI uses the predict_ranking_position tool to show you which candidates fall within the hiring range and which fall outside.

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

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