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emily397

recruiting-jobs-mcp

by emily397
README.md
# Jobs & ATS MCP Server - Greenhouse, Lever, Ashby, HN Hiring

![Jobs & ATS MCP Server - Greenhouse, Lever, Ashby, HN Hiring](https://ai-sales-personalizer.vercel.app/og/mcp-recruiting-jobs-mcp.png)

**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:

```json
{
  "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):

```bash
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):

```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