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Headcount Labs

Reads job postings from employers' career pages and merges them into a searchable dataset available through an API.

Free plan · From $0.01 per useActively maintained

At a glanceswept Oct 27, 2026

not read yet

Use

For
Developers, researchers, journalists and job boards that need deduplicated job postings taken from employer career pages.
Price
Free plan · From $0.01 per usepricing page, read Oct 27, 2026
Activity
Actively maintainedrelease yesterday · site updated yesterday
Company
Headcountlabs LLC · Domain since 2026privacy policy · domain registered
Runs as
API
Used for
  • pull deduplicated job postings for research samples
  • track posted pay by company and city
  • give an AI agent a job search tool over MCP
read off headcountlabs.com on Oct 27, 2026
Worth knowingcomputed from what we read · each with its source
Pricingpricing page, read Oct 27, 2026
Your datawhat they publish, each line with its page · read Oct 27, 2026

“We do not use account information, API or MCP request content, or opted-in website search information for targeted advertising, unrelated behavioral profiling, or AI-model training.”

privacy policy ↗

These are Headcount Labs's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 27, 2026

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in HRby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Questions this page answers
  • What is Headcount Labs?

    Reads job postings from employers' career pages and merges them into a searchable dataset available through an API. It is listed in the Atlas under HR and made by Headcountlabs LLC.

  • Who is Headcount Labs for?

    Developers, researchers, journalists and job boards that need deduplicated job postings taken from employer career pages.

  • How much does Headcount Labs cost?

    Headcount Labs has a free plan; paid plans start at $0.01 per use, per its pricing page on 2026-10-27.

  • Is Headcount Labs free?

    Yes, Headcount Labs has a free plan, per its pricing page on 2026-10-27.

  • Do people use Headcount Labs?

    Little sign of use.

  • Is Headcount Labs still maintained?

    Actively maintained: release yesterday · site updated yesterday.

  • Who owns Headcount Labs?

    Headcount Labs is run by Headcountlabs LLC, per its privacy policy (2026-10-27).

  • Does Headcount Labs train AI on your data?

    No, per its privacy policy (2026-10-27): “We do not use account information, API or MCP request content, or opted-in website search information for targeted advertising, unrelated behavioral profiling, or AI-model training.”

  • Is Headcount Labs safe?

    We do not audit vendors. What Headcount Labs publishes, read 2026-10-27: GDPR stated on its privacy policy; on training with your data, “We do not use account information, API or MCP request content, or opted-in website search information for targeted advertising, unrelated behavioral profiling, or AI-model training.”.

  • What are alternatives to Headcount Labs?

    In HR, by use: JobsPipe, Loam, RemoShift, Kempian AI, Job Opportunities API, Agents Kart.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk