Headcount Labs
com.headcountlabs/jobs
About Headcount Labs
Headcount Labs is an MCP server published by headcountlabs.com. Job postings search: find, count and read open jobs from employer career sites, with pay and links.
It is hosted by the publisher at 2 addresses, so there is nothing to install: your AI client connects to it over the internet.
It asks for no keys or passwords.
Version 1.2.0 was published on 18 October 2026, and the source code is public, so you can read it before installing.
Written from the registry entry. 7 automated checks on the registry entry and the live tool descriptions: 4 pass, 0 warn, 0 fail, 3 info. How we check.
What it asks for
This server declares no environment variables, so it asks for no keys or settings.
Checks
| Check | Result | Detail |
|---|---|---|
| Source repository linked | Pass | https://github.com/HeadcountLabs/headcountlabs-mcp |
| Remote uses HTTPS | Pass | All remote endpoints use https:// |
| Secrets requested | Info | Asks for no secrets |
| Namespace ownership | Info | Name verified via domain headcountlabs.com |
| Registry text aimed at the AI | Pass | Description and settings contain no hidden characters or instructions to the AI |
| Tool descriptions read | Info | Lists 9 tools: search_docs, search_jobs, get_job, count_jobs, market_lookup, market_breakdown, salary_range, market_dimensions, list_fields |
| Hidden instructions in tools | Pass | Read every tool description and the server instructions: no hidden characters or instructions to the AI |
Popularity & health: 48 / 100
Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.
0 forks, 0 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.
What people say
No Hacker News threads link to its source code.
Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.
Facts
| Registry name | com.headcountlabs/jobs |
|---|---|
| Publisher | Domain headcountlabs.com |
| How the name is verified | Name verified via domain headcountlabs.com. The registry ties the name prefix to that account or domain; it does not check the code. |
| Type | Remote: hosted at a URL, nothing to install |
| Remote endpoints | streamable-http https://api.headcountlabs.com/mcp/public streamable-http https://api.headcountlabs.com/mcp |
| Version | 1.2.0 |
| Published | |
| Last updated | |
| Source repository | https://github.com/HeadcountLabs/headcountlabs-mcp |
| Website | https://headcountlabs.com/mcp/ |
| Category | Search & web (assigned by keyword rule, not by hand) |
Related servers in Search & web
Jobo Job Search8/8Search a live index of millions of open jobs from employer career…- Job Postings Aggregator3/3Jobs from LinkedIn, Indeed and company sites via Google Jobs:…
- Taiwan Jobs 台灣求職7/7Read-only Taiwan job search: 104, Yourator, and Greenhouse, Lever…
- Find your role first3/3Jobs from 15,000+ company career sites, newest first. Agents can…
- Worklife — AI job search2/2MCP career tools for job search, resume matching, application…
- Techmap Job Postings7/7Search and count job postings from 185 sources in 250 countries…