• PIPELINE
  • JOBS
  • DETAILS
  • HUMAN

How to audit hiring pipelines and jobs with your AI

Connect Greenhouse to your AI client once. After that, you can query your entire recruitment funnel through chat.

Ask AI about this page

Short answer

How can I audit my hiring pipelines with AI?

Your AI pulls active job openings and their specific hiring stages directly from Greenhouse. You'll see exactly where your pipelines are structured or where stages might be missing. This allows you to spot inconsistencies across your entire job list.

Audit outcomes

Where your audit lands.

The AI identifies these specific pipeline details.

PIPELINE

Spot stage gaps

The AI compares job data against defined stages. You'll find roles that are missing necessary steps in their hiring flow.

JOBS

Review active roles

The AI pulls a list of all current openings. You'll get a clear view of what's live in Greenhouse right now.

DETAILS

Inspect specific jobs

The AI retrieves deep data for individual positions. You'll see the exact configuration of any single role you ask about.

HUMAN

Manual fixes needed

The AI flags where stages are missing or broken. You'll need to go into Greenhouse to actually change those settings.

The workflow

What your AI does when the request arrives.

Your agent pulls data from Greenhouse to answer your questions.

  1. Gather job list

    The AI starts by pulling every active job currently in your Greenhouse account.

    list_jobs

  2. Map hiring stages

    It then looks at the specific stages assigned to those jobs to understand the flow.

    list_job_stages

  3. Pull job specifics

    If you ask about a specific role, the AI gets the full details for that position.

    get_job

  4. Compare and flag

    The AI compares the job list against the stage data to find inconsistencies.

    list_jobslist_job_stages

Try it

Copy these to start.

Paste these into your chat to begin.

Starting points

These are opening lines. Swap out the job titles or department names with your actual Greenhouse data.

Greenhouse Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_v86NWnpAjByKU8ZOhm7a3JnHVlZma28BI9d417ud/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 — Greenhouse capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "greenhouse-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_v86NWnpAjByKU8ZOhm7a3JnHVlZma28BI9d417ud/mcp"
    }
  }
}
Copy into chat04

  • List all my active jobs in Greenhouse and tell me which ones have more than five stages.

  • Check the hiring stages for the Senior Software Engineer role and tell me if any are missing.

  • Show me all job openings in the Engineering department and summarize their current stages.

  • Are there any jobs in Greenhouse that don't have a defined interview stage?

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

Start here

Connect Greenhouse once, then ask.

Follow the link to connect your account. Your login stays encrypted on our side, and you can start using the tools in your preferred client immediately.

Connect Greenhouse to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my hiring stages in Greenhouse?

    No. The AI can only read job and stage data. You must make all changes manually in Greenhouse.

  • 02

    Can the AI delete job postings?

    No. This MCP is read-only. It cannot delete or modify any records in your account.

  • 03

    Does the AI see my candidate names and contact info?

    No. The available tools only allow the AI to see job details and hiring stages, not individual candidate profiles.

  • 04

    How does the AI know which jobs are active?

    It uses the list_jobs tool to pull the current list of openings directly from your account.

  • 05

    Can I use this with Claude or Cursor?

    Yes, as long as you are using an MCP-compatible client.

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

Connect Greenhouse to Claude, Cursor, ChatGPT & more