Fill a niche board on day one
Filter by title, keyword, city, state, country, work arrangement and employment type to pull exactly the jobs your board is about, from nurses in Ohio to remote data roles.
USE CASE / JOB BOARDS AND HR TECH
Launch a job board
without the scraping.
Build job boards, recruiting platforms and matching tools on clean, deduplicated postings, read straight from over 200,000 employer job boards.
10.1Mjob postings
200k+company job boards
24hevery board re-checked
500jobs a month free
Why Headcount Labs
One listing per opening
The same job posted on five sites comes back once, with every source link kept. Your board never shows a duplicate.
Stay in sync cheaply
The changes feed returns only the jobs added, updated or closed since your last sync, so closed roles come down the same day.
Send applicants to the source
Every job links to the employer’s own career site or applicant tracking system, so candidates apply where the employer reviews them.
How it works
Ask your agent in plain words. It calls Headcount Labs through MCP, or your code calls the same filters over the REST API.
Build me a job board of every open nursing job in Ohio and keep it in sync every night.
count_jobs{ filters: { q: "nurse", state: "OH", active: true } }
search_jobs{ filters: { q: "nurse", state: "OH", active: true }, limit: 25, cursor: "…" }
Loaded 6,412 open nursing jobs in Ohio into your
jobs table. A nightly job now reads the changes feed, adds new postings and takes down the ones employers closed.Example conversation.
The same request over REST
curl -G https://api.headcountlabs.com/v1/jobs/changes \
--data-urlencode "after=<cursor from last night>" \
--data-urlencode "limit=100" \
-H "Authorization: Bearer $HEADCOUNTLABS_KEY"What you get
- Job title, employer and location
- Full description as plain text or HTML
- Pay, when the employer posts it
- Remote, hybrid or on-site, and employment type
- Direct apply link and every source link
- Posted date and when we last checked it
More use cases
AI startups
Feed your AI job-search or auto-apply product fresh, deduplicated openings with direct links to apply, from over 200,000 company job boards.
Read more →AI and ML training data
Millions of real, deduplicated job postings with full descriptions, titles, pay and locations to train, fine-tune and evaluate models.
Read more →AI agents
Give your AI agent a job search tool through MCP so it can find, track and apply to roles without crawling the web.
Read more →Lead generation
A company that is hiring has budget and a need. Find companies hiring for any role by title, location and number of openings.
Read more →Market and investment research
Track hiring and posted pay by company, industry and city to see who is growing, who is slowing down, and how wages move.
Read more →Recruiting and pay benchmarks
See what competitors pay and which skills they ask for before you post your own role, from employers' own job boards.
Read more →Start with 500 jobs free.
No card needed. Connect the API or MCP in minutes.