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Recruiting Jobs

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MCP server pulling live jobs for AI agents: Greenhouse, Lever, Ashby, Workable, HN Who-is-Hiring, hiring signals.

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About

MCP server pulling live jobs for AI agents: Greenhouse, Lever, Ashby, Workable, HN Who-is-Hiring, hiring signals.

README

Jobs & ATS MCP Server - Greenhouse, Lever, Ashby, HN Hiring

Give your AI agent 4 recruiting tools: live jobs from the major ATSes, Hacker News hiring threads, and buying-signal hiring detection. Built for recruiting, talent intelligence, and sales-to-recruiting-teams. Runs in Apify Standby mode (warm, responds in seconds). Free to try right now (in the 14-day price-notice window), then $0.10 per tool call.

Who uses this

  • Recruiters & sourcers pulling live roles straight from Greenhouse, Lever, Ashby, and Workable boards.
  • Talent-intelligence teams tracking who is hiring, for what, and where.
  • Sales teams using new-hire and open-role signals to time outreach to companies that are scaling.
  • AI agents building or monitoring a live jobs feed.

Connect in 30 seconds

The server speaks Streamable HTTP at /mcp. Add this to your MCP client config:

{
  "mcpServers": {
    "recruiting-jobs": {
      "url": "https://fetchcraft--recruiting-jobs-mcp.apify.actor/mcp?token=YOUR_APIFY_TOKEN"
    }
  }
}

Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code, and any Streamable-HTTP MCP client.

Get your token: sign in at apify.com, then Settings, then Integrations, then copy your Personal API token. Paste it in place of YOUR_APIFY_TOKEN. The first call wakes the standby server (about 5 seconds); after that, calls are instant.

Test it works (replace the token):

curl -s -X POST "https://fetchcraft--recruiting-jobs-mcp.apify.actor/mcp?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}'

What you get

A representative result (clean structured JSON):

{
  "company": "airbnb",
  "ats": "greenhouse",
  "title": "Senior Software Engineer, Trust",
  "department": "Engineering",
  "location": "San Francisco, CA",
  "apply_url": "https://boards.greenhouse.io/airbnb/jobs/123"
}

Tools

Tool What it does
find_ats_jobs Live jobs from Greenhouse, Lever, Ashby, Workable
find_greenhouse_jobs Deep pull of a Greenhouse careers board
find_hn_hiring Structured monthly Hacker News Who-is-Hiring listings
detect_hiring_signal Score a careers page by buying-signal strength

Each tool runs a maintained fetchcraft Apify Actor under the hood and returns clean structured JSON. No LLM key, no scraping infrastructure to manage.

Example agent prompts

  • "Pull live engineering jobs from Airbnb and Netflix." -> find_ats_jobs
  • "Who is hiring Python engineers on Hacker News?" -> find_hn_hiring
  • "Is Figma showing strong hiring signals?" -> detect_hiring_signal

Why pay-per-call beats a subscription

  • No subscription, no seats, no minimums. You pay $0.10 per call, only for what you actually use. Comparable tools in this space usually lock you into a monthly plan whether you run it or not.
  • No LLM key and no scraping infrastructure to manage. Connect your Apify token and the maintained Actors do the work, returning clean structured JSON.
  • Built for AI agents. Drop-in MCP server over Streamable HTTP for Claude Desktop, Cursor, Cline, Windsurf, and VS Code.
  • $5/month in free Apify platform credits on every account, that is 50 free calls every month, indefinitely.

Pricing

  • Free right now. Every tool call is free during the 14-day price-notice window.
  • After that: $0.10 per tool call, flat. No subscription, no seat licenses, no minimum.
  • Every Apify account includes $5/month in free platform credits (= 50 free tool calls every month).

FAQ

Which MCP clients work? Any client supporting Streamable HTTP: Claude Desktop, Cursor, Cline, Windsurf, VS Code, and others.

Do I need an LLM key? No. Connect your Apify token and go.

Is the first call slow? Only the very first one, while the standby server wakes (about 5 seconds). Subsequent calls are instant.

Can I get the full fetchcraft suite? Yes, 28 scrapers plus 6 MCP servers under the fetchcraft publisher. Storefront: https://ai-sales-personalizer.vercel.app/scrapers

Support

Found a bug or want a new tool? Open an issue on the Actor's Issues tab.

Last Updated

2026-06-18

from github.com/emily397/recruiting-jobs-mcp

Installing Recruiting Jobs

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/emily397/recruiting-jobs-mcp

FAQ

Is Recruiting Jobs MCP free?

Yes, Recruiting Jobs MCP is free — one-click install via Unyly at no cost.

Does Recruiting Jobs need an API key?

No, Recruiting Jobs runs without API keys or environment variables.

Is Recruiting Jobs hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Recruiting Jobs in Claude Desktop, Claude Code or Cursor?

Open Recruiting Jobs on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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