Headcount Labs
Fresh deduplicated job-postings data API — 10.1M postings, 237 countries, REST + MCP, free 1,000 jobs/mo, paid from $10/mo.
Documentation
Job data for the products you build.
We provide fresh, deduplicated job data at over 50% off the market rate.
Connect in minutes.
1,000 jobs a month free · paid plans from $10 a month
Codex · headcountlabs connected
Refresh my app every day with the latest nursing jobs in New York City.
count_jobs { filters: { q: "nurse", city: "New York", state: "NY" } }
search_jobs { filters: { q: "nurse", city: "New York", state: "NY", posted_since: "2026-10-06" } }
Done. A daily sync now pulls new NYC nursing jobs every morning and adds them to your jobs table, each with its apply link.
3,412 nursing jobs in NYC
186 new since yesterday
214 hiring employers
$48/h median posted pay
We read over 200,000 company job boards, on platforms like
GreenhouseLeverAshbyWorkdaySmartRecruitersiCIMSOracleSuccessFactorsPaycomDayforceApploiPersonioTeamtailorRecruiteeWorkableSoftgardenZoho RecruitCompany career sites
10.1 M Live jobs
24 h Every job re-checked daily
180 ms Median API response
Or call the API directly.
One GET request returns matching jobs with pay, location and a link to the original posting, ready for your own product.
api.headcountlabs.com/v1/jobs
# search the catalog
GET /v1/jobs?q=customer+service&state=OR
{ "title": "Customer Service Representative", "company": "WaFd Bank", "sourceATS": "icims", "sourceURL": "https://careers-wafd.icims.com/jobs/5096/customer-service-representative--floater/job"}
Matching jobs 2,417
Example match
iCIMS$18–$25.25
Customer Service Representative
WaFd Bank · Bend, OR, US
Want to help strengthen your community’s financial health? Looking for an employer that will inspire you and support your career in finance?
Job ID
1eabb284-20a7-4b7d-912b-7db673377935
Status
Listed
Work arrangement
Not published
Employment
Full time
Source published
2026-09-10
First observed
2026-09-17 03:38 UTC
Last checked
2026-10-02 10:28 UTC
careers-wafd.icims.com/jobs/5096/customer-service-representative--floater/job
More ways to use job data.
[
Job boards and HR tech
Launch job boards, recruiting platforms and matching tools on clean, deduplicated postings with direct links to apply.
Explore →
](https://headcountlabs.com/use-cases/job-boards/)[
AI and ML training data
Millions of real job postings with titles, pay, skills and locations to train and evaluate models.
Explore →
](https://headcountlabs.com/use-cases/ai-training-data/)[
AI agents
Give agents a job-search tool so they can find, track and apply to roles without crawling the web.
Explore →
](https://headcountlabs.com/use-cases/ai-agents/)[
Lead generation
A company that is hiring has budget and a need. Find them by role, location and size.
Explore →
](https://headcountlabs.com/use-cases/lead-generation/)[
Market and investment research
Track hiring by company, industry and city to see who is growing and who is slowing down.
Explore →
](https://headcountlabs.com/use-cases/market-research/)[
Recruiting and pay benchmarks
See what competitors pay and which skills they ask for before you post your own role.
Explore →
](https://headcountlabs.com/use-cases/recruiting/)[
AI search and job matching
Power semantic search, recommendations and agent workflows with structured job records, so people see the roles that fit them.
Explore →
](https://headcountlabs.com/use-cases/ai-startups/)[
Labor market trends
Follow demand for roles, skills, places and pay across millions of current postings, and see it shift week to week.
Explore →
](https://headcountlabs.com/use-cases/market-research/)[
Skills and buying signals
See which companies are investing in a team, a skill or a technology from what they hire for, and reach them first.
Explore →
](https://headcountlabs.com/use-cases/lead-generation/)
Pricing
Free
$0 a month
- 1,000 jobs a month
- REST API and the MCP connector
- Source links on every record
- No card needed Start on the free plan
Paid plans
$10 a month
5,000 jobs
5k10k20k50k100k250k500k
| Plan | Price a month | Jobs a month | API requests | Overage per 1,000 jobs |
|---|---|---|---|---|
| 5k | $10 | 5,000 | 2,500 | $3.00 |
| 10k | $18 | 10,000 | 5,000 | $2.70 |
| 20k | $32 | 20,000 | 10,000 | $2.40 |
| 50k | $70 | 50,000 | 25,000 | $2.10 |
| 100k | $125 | 100,000 | 50,000 | $1.88 |
| 250k | $275 | 250,000 | 125,000 | $1.65 |
| 500k | $500 | 500,000 | 250,000 | $1.50 |
More than 500,000 jobs a month? Talk to us.
Frequently asked questions
Still have a question?
Write to support@headcountlabs.com and we will help.
What is Headcount Labs?
Headcount Labs collects open job postings from over 200,000 job boards and company career sites and merges the duplicates. You can get the jobs through a REST API, or connect Headcount Labs to Claude, Codex or any other MCP client.
How many jobs and countries do you cover?
About 10.1 million job postings from employers in 237 countries, with the deepest coverage in the United States. Every kind of role is included, from hourly work to executive positions. The coverage page lists the jobs in every country.
How fresh is your job board?
We are continuously discovering new job postings throughout the day. Every ATS board is scraped at least once every 24 hours, so the data stays current on which roles are open.
What is in each job record?
Title, employer, locations, work arrangement (remote, hybrid or on-site), employment type, pay when the employer publishes it, the full description, the date the employer posted it, the date we first saw it, and the link to apply. The original source fields come with it.
How do credits work?
Every job you retrieve spends one credit, including a job you fetched before.
Can I try it before paying?
Yes. The free plan gives you 1,000 jobs a month with no card needed, and the sample records show real job records.
How do I connect Claude or Codex?
Run claude mcp add --transport http headcountlabs https://api.headcountlabs.com/mcp or codex mcp add headcountlabs --url https://api.headcountlabs.com/mcp, then sign in when your client asks. The connector uses your plan’s monthly jobs.
Build on real job data. Start with 1,000 jobs free.
Create an account, make a key, and send your first request in a few minutes.