job-market-data
MCP serverEverything elseLive job vacancies: Germany (Arbeitsagentur), Sweden (Platsbanken) and global tech ATS jobs.
Use job-market-data in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add job-market-data and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use job-market-data
No other account needed.
Details
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Install job-market-data
The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user job-market-data 'https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feedAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=job-market-data&config=eyJ1cmwiOiJodHRwczovL21jcC5hcGlmeS5jb20vP3Rvb2xzPUthZGlfQmVuY2UvYXJiZWl0c2FnZW50dXItam9icy1zY3JhcGVyLEthZGlfQmVuY2Uvc3dlZGVuLWpvYnMtc2NyYXBlcixLYWRpX0JlbmNlL2F0cy1qb2JzLWZlZWQifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feedIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add job-market-data --url 'https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed'Run it once, then sign in with codex mcp login job-market-data if the server asks for an account.
From the project's README
As published by kiskecske24/hiring-signals-mcp in README.md. This repository publishes several servers, so only the opening is shown here.
Ask Claude which roles a company is hiring for, where, and how fast. This plugin connects Claude to two Apify Actors through Apify's hosted MCP server and reads the company's own career site:
| Tool | Career sites covered |
|---|---|
| Workday Jobs Scraper | Workday (*.myworkdayjobs.com) |
| Greenhouse, Lever & Ashby Jobs Scraper | Greenhouse, Lever, Ashby, Workable, Recruitee, Personio |
Each job comes back with title, company, locations, remote / hybrid / onsite, posted date, salary range (when the posting states one) and a link to the live posting.
Example prompts:
- "What is NVIDIA hiring for in Germany right now?"
- "Compare open engineering roles at Stripe, Ramp and Notion. Which team is growing fastest?"
- "List remote data-science jobs posted in the last 7 days at Hugging Face and Databricks."
Setup (about 3 minutes)
You need a free Apify account. The Actors run on your account and are billed per saved job (fractions of a cent each, see each Actor's Store page). Apify's free plan includes monthly credit that covers small lookups.
Shortened here. Read the whole README on GitHub.
Advanced
- Delivery
- job-market-data MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-kiskecske24-job-market-data- Source
- github.com/kiskecske24/hiring-signals-mcp
- Hosted endpoint
https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed