# Headcount Labs (headcountlabs.com)

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

- Atlas card: https://inite.ai/en/atlas/headcountlabs.com
- Site: https://headcountlabs.com
- For: Developers, researchers, journalists and job boards that need deduplicated job postings taken from employer career pages.
- Categories: hr
- Use 0/100 · alive 100/100

## 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

## Price

- from 0.01 USD/usage, free plan (read 2026-10-27 on https://headcountlabs.com/pricing/)

## For developers

- API docs: https://headcountlabs.com/docs
- MCP server: com.headcountlabs/jobs (namespace; open on 2026-10-27, 9 tools)
- Status page: https://headcountlabs.com/status
- Read 2026-10-27

## MCP server, measured daily

Server: https://api.headcountlabs.com/mcp/public, checked every day since 2026-10-27 (1 checks).

- Answered: measuring, 1 daily checks so far
- Median first answer: 782 ms
- Sign-in: none
- Context its tool definitions take: about 7076 tokens (9 tools)
- Tool definitions: A, 91/100
- Failing "params_described": 5 of 9 tools
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: gdpr
- Training on your data: no (https://headcountlabs.com/privacy)
- Read 2026-10-27

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Source: INITE Atlas, https://inite.ai/en/atlas/headcountlabs.com. JSON: https://inite.ai/api/atlas/headcountlabs.com. MCP: https://inite.ai/api/mcp (atlas_lookup).