Labor answers, cited.
70 WorkSignal tools behind one URL.
31×–228× less expensive than frontier models
What a role pays in a city, who sponsors visas for it, what is open right now, and how many people are working. The wage figures come from filings employers actually made, so they are what was paid rather than what people say they earn.
Included Packs
Adzuna across 16 countries with salary histograms and top hiring companies, plus Arbeitnow for Europe and two remote-only boards
USAJOBS — every US federal civilian vacancy, searchable by series, grade, agency and location
Labor Condition Applications — the wage an employer stated to the Department of Labor, by job title and city, with the distribution and the employers behind it
BLS employment, unemployment and wage series; ILOSTAT for the same questions outside the US
O*NET skills, tasks and technologies per occupation, and CareerOneStop wage comparisons. Both need your own free Department of Labor key
Form 5500 benefit-plan filings — often the only public participant count for a private company
Setup
Choose one of these options:
Add this to your claude_desktop_config.json:
{
"mcpServers": {
"pipeworx-labor": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://gateway.pipeworx.io/mcp?vertical=labor",
"--header",
"Authorization:Bearer YOUR_API_KEY"
]
}
}
}Paste this into Claude to use for one conversation:
Use this MCP server for this conversation:
npx -y mcp-remote "https://gateway.pipeworx.io/mcp?vertical=labor" --header "Authorization:Bearer YOUR_API_KEY"
Then tell me what a senior data engineer is paid in Seattle according to visa wage filings, which employers file the most of them, and what is open right now.Everything above answers with no external key. O*NET and CareerOneStop are the two exceptions. Both are free from the US Department of Labor, and both say so plainly if you call them without one.
What each source is good for
Openings
adzunaAround 1.5M postings across 16 countries, with salary histograms and the companies hiring most for a titleusajobsUS federal civilian vacancies, roughly 10,000 open on any given dayarbeitnowEuropean postings, Germany-heavy, including English-speaking and visa-sponsoring rolesremoteokRemote-only board, tech-heavyremotiveCurated remote-only boardPay and the occupation
h1bDepartment of Labor wage filings — a real stated salary per job title and city, plus which employers file the mostblsEmployment, unemployment and wage series from the Bureau of Labor StatisticsonetSkills, tasks and technologies per occupation — needs your own free DOL keycareeronestopOccupation wage comparisons by location — needs your own free DOL keyilostatILO labour statistics for the rest of the worldEmployer disclosure
form5500Benefit and pension plan filings by sponsor, EIN or plan — participant counts for companies that publish nothing elseCommon questions
What data sources are included in WorkSignal?
Job postings from Adzuna (16 countries, with salary histograms), USAJOBS for US federal vacancies, Arbeitnow for Europe, and two remote-only boards. Wage and market data from Department of Labor wage filings, the Bureau of Labor Statistics, and ILOSTAT for the rest of the world. O*NET and CareerOneStop cover the occupation itself, and Form 5500 covers employer benefit-plan disclosure.
Where do the salary figures come from?
Mostly from Labor Condition Applications — the wage an employer stated to the US Department of Labor when sponsoring a visa. That makes them filings rather than survey responses: what a named company said it would pay for a named title in a named city, with a date attached. The coverage is skewed toward roles that get sponsored, which is worth knowing before you generalise from it. BLS series cover the broader market, and CareerOneStop gives occupation wage distributions if you bring a free DOL key.
Do I need API keys for this vertical?
Not for the job boards, the wage filings, BLS, ILOSTAT or Form 5500. O*NET and CareerOneStop are the two exceptions — both are free from the US Department of Labor, and both tell you which argument to pass the key in when you call them without one.
Can I search my own applicant tracking system through this?
Not through this bundle. Greenhouse, Ashby and BambooHR are in the Pipeworx catalog and connect with your own credentials. They answer questions about your own pipeline, though, not about the market. This bundle is meant to work the moment you connect it, so they are kept separate.