Open jobs and hiring changes from Greenhouse, Lever, Ashby, Workable, Teamtailor, SmartRecruiters
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
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Manual Client & Custom JSON ConfigExpand JSON ▾
Client Config & Setup
Choose your client or environment
Target File:
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Documentation Overview
Greenhouse, Lever, Ashby, Workable, Teamtailor Jobs API
One API for six applicant tracking systems: Greenhouse, Lever, Ashby, Workable, Teamtailor and SmartRecruiters.
Give it a company website. It finds the job board itself, returns every open role, and on every run after that returns only what changed — roles opened, roles closed, titles moved, salaries changed — plus derived hiring signals.
No board tokens. No ATS knowledge required. No browser.
Two ways to run it
| Hosted on Apify | Self-hosted MCP server | |
|---|---|---|
| Setup | none | npx ats-jobs-mcp |
| State between runs | managed | local file |
| Scheduling, retries, storage | included | your own |
| Price | $1 per 1,000 jobs | free |
| Link | apify.com/feedworks/ats-jobs-api | this repo, mcp/ |
The logic is the same code in both. Pick whichever fits.
What you get
| Event | Meaning |
|---|---|
job_indexed | Baseline: an open role captured on the first run |
job_posted | A new opening appeared |
job_closed | An opening disappeared |
job_changed | Title, location, department or employment type changed |
salary_changed | Compensation changed |
hiring_accelerating | This month's postings are 2× or more the recent average |
first_role_in_function | First ever hire in sales, AI/ML, security, data — a new budget line opened |
hiring_freeze | Postings dropped to zero after steady hiring |
Every record carries provenance: source URL, HTTP status, fetch time, job count, truncation flag and a confidence value — so an agent can verify before it acts, instead of trusting a claim.
MCP server
Four tools, usable by any MCP client — Claude Desktop, Cursor, VS Code, your own agent:
| Tool | Question it answers |
|---|---|
find_job_board | Which ATS does this company use, and what is its board token? |
list_jobs | What roles are open right now? |
detect_changes | What changed since the last time I looked? |
hiring_summary | What is this company hiring for — which functions, which locations? |
Claude Desktop config:
State lives in ~/.ats-jobs-mcp/state.json. Override with ATS_MCP_STATE.
Why it stays cheap to run continuously
Every source is polled with If-None-Match. When nothing changed, the ATS answers 304 with no body.
Measured on the hosted Actor at 512 MB:
| Path | Compute |
|---|---|
Nothing changed (304) | 0.000344 CU per run |
| Baseline, 143 jobs | 0.001386 CU |
That is why watching hundreds of companies every few hours costs cents rather than dollars — and why this project will never open a headless browser to read a job board.
What it deliberately does not do
- No personal data. Recruiter names, emails and phone numbers are stripped at parse time and never stored.
- No headless browser, no proxies. Only public ATS endpoints that answer with JSON.
- No false layoffs. If a source response may be truncated by paging,
job_closedevents are suppressed — a paging artefact must never look like a company shutting down hiring.
Supported sources
greenhouse · lever · ashby · workable · teamtailor · smartrecruiters
Detection order: a link on the company careers page → the board token guessed from the domain → Workable short links resolved through their redirect.
Companies that cannot be resolved return a source_unresolved record explaining why, instead of failing silently.
Recruitee and Personio are not listed because they are not verified working. Personio currently answers 429 to non-browser clients; Recruitee endpoints did not resolve in testing. This project does not claim coverage it cannot deliver.
Repo layout
MIT licensed. Contributions welcome, especially new ATS adapters — the interface is one url() and one parse() function per system, see src/adapters/index.js.
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Frequently Asked Questions about ATS Jobs — open roles and hiring changes
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CategoryDeveloper Tools
36Quality signal: Fair · 36/100How this signal is calculated ▾
Server availabilityNot measured
Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.
Verified ownership10/20
Documentation & tools16/30
Adoption & activity1/15
Community engagement0/10
A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.
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Scanned 3d ago via OSV.dev · ats-jobs-mcp (npm)
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