recruiting-jobs-mcp
Enables AI agents to pull live job listings from major ATS platforms (Greenhouse, Lever, Ashby, Workable), Hacker News hiring threads, and detect hiring signals on company career pages.
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
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