Koskamo

kiskecske24 Job Market Data MCP

An MCP server that allows AI agents to search live job vacancies across Germany's federal job board, Sweden's Platsbanken, global tech ATS platforms, and remote job boards. It supports querying by role, skill, city, and salary constraints.

Endpoint and access

OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.

kiskecske24 Job Market Data MCP logo, by kiskecske24Community listingStreamable HTTPOAuth sign-inEndpoint checked 2026-11-01Published by kiskecske24
You need:Create a free Apify accountauth via OAuth or Authorization: Bearer <Apify API token>
MCP endpoint (Streamable HTTP)
https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed
Vendor documentation

What you can do with it

  • Search for data engineer jobs in Berlin posted in the last 14 days
  • Find remote product manager jobs in Europe with salary ranges
  • Identify employers in Stockholm hiring nurses
  • Query global tech and startup jobs from ATS platforms

Source and maintenance

Community listingRegistry 1.0.0
mcp-registry: io.github.kiskecske24/job-market-data@1.0.0Source repositoryProject website
Maintenance checked

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
135 ms
95th percentile latency
135 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 135 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http job-market-data-mcp https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add job-market-data-mcp --url https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed

Cursor

Merge this server into .cursor/mcp.json in your project, then enable job-market-data-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "job-market-data-mcp": {
      "url": "https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "job-market-data-mcp": {
      "type": "streamableHttp",
      "url": "https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start job-market-data-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "job-market-data-mcp": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http job-market-data-mcp https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "job-market-data-mcp": {
      "url": "https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "job-market-data-mcp": {
      "serverUrl": "https://mcp.apify.com/?tools=Kadi_Bence/arbeitsagentur-jobs-scraper,Kadi_Bence/sweden-jobs-scraper,Kadi_Bence/ats-jobs-feed"
    }
  }
}

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