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| title: README | |
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| # Headcount Labs | |
| Job-postings data, cleaned and deduplicated. **8.4 million listings from 200k+ job boards**, one API. | |
| 🌐 [headcountlabs.com](https://headcountlabs.com) · 📚 [Docs](https://headcountlabs.com/docs) · 🔌 [MCP setup](https://headcountlabs.com/mcp/) · 💻 [GitHub](https://github.com/HeadcountLabs) | |
| ## What we publish here | |
| **[HeadcountLabs/job-postings](https://huggingface.co/datasets/HeadcountLabs/job-postings)** — our open job-postings dataset, refreshed daily. ~4.9M jobs and ~5.7M postings across ~12K companies, Parquet format, CC BY 4.0. Only postings whose sources allow redistribution are included. | |
| ## The full API | |
| The complete dataset — 8.4M listings, every field, real-time — is available through the Headcount Labs API: REST + MCP (plug into Claude, ChatGPT, or any MCP client). First 100,000 jobs free every month, then 1¢ per 1,000. | |
| We sell data, not scrapers. | |