• PIPELINE
  • HISTORY
  • AUDIT
  • HUMAN

How to track candidate progress with your AI

Connect Moka HR to your AI client to pull real-time hiring data. Once connected, you can query specific people or entire pipelines using natural language.

Ask AI about this page

Short answer

How can I track candidate progress with my AI?

Your AI uses Moka HR tools to fetch application statuses and individual candidate details. You can ask for a list of everyone in a specific stage or get the full history for a single person. You'll get a clear view of your hiring funnel.

The outcomes

Where your data lands

The AI turns your questions into specific data lookups.

PIPELINE

Monitor hiring stages

Ask for a list of all active applications. Your AI identifies who is in which stage of the funnel.

HISTORY

Review candidate backgrounds

Pull specific details on a single person. You'll see their previous interactions and current status.

AUDIT

Identify bottlenecks

Ask which candidates have been stuck in one stage for too long. This helps you spot where hiring slows down.

HUMAN

Decide next steps

The AI provides the facts, but you decide who to interview or reject. It handles the lookup so you can focus on the decision.

The workflow

What your AI does when you ask for updates.

The AI translates your questions into direct calls to Moka HR.

  1. Scan the pipeline

    The AI looks through all open roles to find the applications you asked about.

    list_applications

  2. Isolate a person

    Once it finds the right person, the AI pulls their specific profile and history.

    get_candidate

  3. Check application status

    The AI looks at the exact stage and details of a specific job application.

    get_application

  4. Summarize findings

    The AI presents the data in a clear format, highlighting the stage or history you requested.

    list_applicationsget_application

Try it

Copy these to start.

Use these prompts to begin interacting with your Moka HR data.

Starting points

These are examples. Swap out the names and roles for your actual candidates and positions.

Moka HR Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_33msZj0cXLsixyZxAtPLdCBPv4hEB015V4lMhvpL/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 — Moka HR capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "moka-hr-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_33msZj0cXLsixyZxAtPLdCBPv4hEB015V4lMhvpL/mcp"
    }
  }
}
Copy into chat04

  • List all applications currently in the 'Interview' stage.

  • Show me the history for the candidate named Sarah Jenkins.

  • Which candidates are currently in the 'Technical Assessment' stage for the Software Engineer role?

  • Get the details for the application with ID APP-12345.

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

Start here

Connect Moka HR once, then ask.

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

Connect Moka HR to your AI

FAQ

How this task behaves

  • 01

    Can the AI move a candidate to a new stage?

    No. The AI can only read and report on existing data. You must move candidates manually in Moka HR.

  • 02

    Can the AI delete candidate profiles?

    No. This MCP only has permission to read data, not to delete or modify records.

  • 03

    Does the AI see all my hiring data?

    The AI only sees the data it retrieves through the specific tools you trigger with your prompts.

  • 04

    Can I ask for a summary of a specific candidate?

    Yes. You can ask for a summary of a person's history or their current application status.

  • 05

    Will the AI notify me when a candidate moves stages?

    No. The AI is reactive. It only provides information when you ask it a question.

  • More questions about Moka HR? The Connector page answers them. See everything the Moka HR Connector can do

Connect Moka HR to Claude, Cursor, ChatGPT & more