• SOURCE MAP
  • CANDIDATE FLOW
  • ROI VIEW
  • HUMAN REVIEW

How to analyze recruitment sources with your AI

Connect JobScore to your AI client to map your hiring funnel. Your agent handles the data gathering so you can focus on channel performance.

Ask AI about this page

Short answer

How can I see which job boards are working?

Your AI pulls a list of all active recruitment sources and cross-references them with your candidate pool. You get a clear view of which channels actually deliver applicants. This breakdown shows you exactly where your talent is coming from.

The outcomes.

Where your data lands.

The AI organizes your recruitment data into these specific views.

SOURCE MAP

Channel distribution

The AI uses source data to show you which job boards are active. You see a breakdown of where your leads originate.

CANDIDATE FLOW

Applicant volume

By looking at candidate profiles, the AI identifies which channels produce the most applicants. This helps you spot high-volume sources.

ROI VIEW

Quality vs quantity

The agent compares source lists against candidate lists to find high-quality channels. You identify which boards provide the best talent.

HUMAN REVIEW

Strategic decisions

The AI presents the findings, but you decide which job boards to cut or increase spend on. You make the final budget calls.

The workflow

What your AI does when the data arrives.

The AI automates the tedious part of cross-referencing your hiring data.

  1. Inventory sources

    The agent first pulls a complete list of every recruitment channel currently in your system.

    list_sources

  2. Gather applicants

    The AI then pulls the current list of candidates to see who has applied.

    list_candidates

  3. Cross-reference data

    The agent matches candidate profiles to their specific recruitment sources to find the overlap.

    list_sourceslist_candidates

  4. Summarize findings

    The AI presents a summary of which channels are driving the most traffic and talent.

    list_candidates

Try it

Copy these to start.

Paste these directly into your chat to begin the analysis.

Starting points

These are basic starting lines. Swap out the specific channel or candidate names to get more precise answers.

JobScore Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_do0Lmz8NxmqEndPl3dSU0PzX2tyqVxLOBal91HJn/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 — JobScore capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jobscore-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_do0Lmz8NxmqEndPl3dSU0PzX2tyqVxLOBal91HJn/mcp"
    }
  }
}
Copy into chat04

  • Which recruitment sources are currently active in JobScore?

  • Show me a list of all candidates and where they came from.

  • Compare the candidate list to my LinkedIn job board source to find the top performer.

  • Which specific job board has provided the most candidates this month?

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Start here

Connect JobScore once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking questions about your hiring data in your preferred AI client.

Connect JobScore to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my job board settings?

    No. The AI can only read your source and candidate data. It cannot modify your job postings or settings.

  • 02

    Can I ask the AI to post a new job?

    No. This MCP only has tools to list sources and candidates. It cannot create new job listings.

  • 03

    Does the AI see all my candidate data?

    Yes, the AI uses the list_candidates tool to see the information available in your candidate profiles.

  • 04

    Can the AI delete candidates?

    No. There are no tools available to delete or modify candidate records.

  • 05

    How does it know which source a candidate came from?

    The AI uses the list_sources and list_candidates tools to match the data points provided by JobScore.

  • More questions about JobScore? See everything the JobScore Connector can do

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