ATS Jobs MCP server

Search live job postings straight from public applicant-tracking-system (ATS) APIs. Give a company website or an ATS handle and get normalized, filterable results — no API keys, no login, no scraping of job boards.

Built on the same data model as the ATS Jobs API & Hiring Signals Apify Actor, but this server calls the ATS endpoints directly, so it runs standalone.

Supported ATS

Greenhouse · Lever · Ashby · Workday · Personio · Recruitee · Teamtailor · Workable · SmartRecruiters · Breezy HR

Most competitors cover only Greenhouse. One tool call here reaches the long tail of European and enterprise ATS, including Workday tenants.

Related MCP server: io.github.groundtruthtools/ats-jobs-mcp

Tools

Every response includes latest_posted_at. Pass it back as posted_after to get only jobs posted since the previous call — that is the "only new" mode, kept stateless so it works for any number of users.

Example prompts

• "Find data engineering jobs at Spotify posted in the last two weeks."

• "Which ATS does nvidia.com use?"

• "Remote product design roles at Notion, Linear and Figma."

• "Watch these 5 target accounts for new sales roles; return only postings newer than 2026-10-01."

Example calls and real output

search_jobs with {"company": "stripe.com", "limit": 3}:

{
  "ok": true,
  "ats": {"vendor": "greenhouse", "handle": "stripe", "detected_from": "probed greenhouse API with handle 'stripe'"},
  "total_available": 732,
  "matched": 732,
  "returned": 3,
  "truncated": true,
  "latest_posted_at": "2026-10-16T09:31:53-04:00",
  "source_url": "https://boards-api.greenhouse.io/v1/boards/stripe/jobs?content=true",
  "jobs": [
    {
      "title": "Account Executive, Enterprise Grower (Benelux)",
      "company": "Stripe",
      "location": "Amsterdam",
      "remote": false,
      "department": "8501 Sales",
      "posted_at": "2026-10-16T09:31:53-04:00",
      "url": "https://stripe.com/jobs/search?gh_jid=...",
      "ats": "greenhouse",
      "job_id": "..."
    }
  ]
}

Workday ({"company": "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite", "limit": 5}) returns 5 of 2000 postings in ~2.6 s; descriptions are opt-in because each one costs an extra request.

search_jobs_multi with three companies returns companies_ok: 3, per-company blocks and a combined jobs list.

search_jobs with an unknown company returns {"ok": false, "error": "ats_not_detected"} plus a hint — no empty success.

Only-new monitoring

The server is stateless. To poll for new roles:

1. Call search_jobs; keep latest_posted_at.

2. Next run, pass it as posted_after (ISO date or datetime).

3. Jobs without a published date are excluded while the filter is active.

This works for scheduled agents without server-side per-user state.

Limits and behaviour

• limit 1–50 (default 20); search_jobs_multi 1–20 per company, max 5 companies.

• Responses are cached for 5 minutes per company and ATS, so repeated calls are instant.

• Workday requests are concurrency-limited (2 at a time) and paginate 20 jobs per page.

• Descriptions are truncated to 1500 characters and returned only with include_descriptions: true.

• Data comes from public ATS endpoints that companies expose for their own careers pages. No login, no bypassing access controls.

Run locally

pip install -r requirements.txt
PORT=8080 python src/server.py
# MCP endpoint: http://localhost:8080/mcp   health: /health

Deploy notes

mcpize.yaml targets Python 3.11+, HTTP transport on $PORT, entry src/server.py. GET /health returns {"status":"ok"}.

Pricing on MCPize

• Free — 100 tool calls/month, all tools, 10 results per call

• Pro $12/month — 10,000 calls/month, full limits, priority support

License

MIT