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Is Job Market Data reliable?

Private (key required) Job Market Data answers but requires credentials, so Faceabot cannot test it anonymously. It is not counted as failing.

Last check: 2026-10-19 18:31 UTC · answered in 4918 ms · remote (no install)

Proven alternatives that work right now

Finder Jobs Reliable (measured) · 100%
Live job vacancies and salary stats: Russia, Belarus, Kazakhstan, Germany, France and more. · https://mcp.finder.work/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

En français : Accès privé (clé requise). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Live job vacancies: Germany (Arbeitsagentur), Sweden (Platsbanken) and global tech ATS jobs.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "job-market-data": {
      "url": "https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.kiskecske24/job-market-data"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements
WhenAnswersReal taskLatency
2026-10-19 18:31 UTC❌ auth_required4918 ms
2026-10-07 23:30 UTC❌ auth_required3766 ms
Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

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Website tech stack (7,600+ technologies) and screenshots for any company site, via Apify.

MCP endpoint : https://mcp.apify.com/?tools=Kadi_Bence/tech-stack-detector,Kadi_Bence/website-screenshot · website · measurements and details
Hiring Signals Private (key required)

Live job openings from Workday, Greenhouse, Lever, Ashby, Workable and Personio career sites.

MCP endpoint : https://mcp.apify.com/?tools=Kadi_Bence/workday-jobs-scraper,Kadi_Bence/ats-jobs-scraper · website · measurements and details
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MCP endpoint : https://mcp.apify.com/?tools=Kadi_Bence/ted-tenders-scraper · website · measurements and details

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Publisher of Job Market Data?

Show your measured reliability on your README or website:

Faceabot reliability badge for Job Market Data

[![Measured by Faceabot](https://faceabot.com/badge/io.github.kiskecske24/job-market-data.svg)](https://faceabot.com/tools/io.github.kiskecske24/job-market-data)
Data in JSON: /api/catalog?id=io.github.kiskecske24/job-market-data · Stop probes: POST /api/reliability/opt-out

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