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seco-labor-mcp

MCP Tool

malkreide/seco-labor-mcp

MCP server for Swiss labor market data – unemployment, job seekers & open positions (SECO/AMSTAT)

Install

$ npx loaditout add malkreide/seco-labor-mcp

Platform-specific configuration:

.claude/settings.json
{
  "mcpServers": {
    "seco-labor-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "seco-labor-mcp"
      ]
    }
  }
}

Add the config above to .claude/settings.json under the mcpServers key.

About

seco-labor-mcp

> Swiss Public Data MCP Portfolio · malkreide

[](https://github.com/malkreide/seco-labor-mcp/actions/workflows/ci.yml) [](https://pypi.org/project/seco-labor-mcp/) [](https://www.python.org/) [](LICENSE)

An MCP (Model Context Protocol) server for Swiss labor market data from SECO (Staatssekretariat für Wirtschaft) and AMSTAT via opendata.swiss.

🇩🇪 Deutsche Version

---

Overview

This server connects AI models to Swiss labor market statistics — unemployment rates, job seekers, open positions, youth unemployment, and occupational breakdowns — all without requiring an API key.

Primary audiences:

  • 🏫 Schulamt / Education planning — youth unemployment, vocational guidance data
  • 📊 Research & analysis — labor market trends, cantonal comparisons
  • 🤖 AI agents — automated labor market monitoring and reporting

Anchor query: *"Welche Berufsgruppen haben im Kanton Zürich die höchste Jugendarbeitslosigkeit, und welche Lehrberufe unterliegen der Stellenmeldepflicht?"*

---

Data Sources (Phase 1 — No Auth Required)

| Source | Description | Status | |--------|-------------|--------| | opendata.swiss | CKAN metadata catalog with SECO dataset CSVs | ✅ Live | | arbeit.swiss | Monthly press reports (PDF, structured URL pattern) | ✅ Live | | amstat.ch | AMSTAT reference portal | ⚠️ JavaScript SPA, no public REST API |

---

Architecture
┌─────────────────────────────────────────────────────┐
│                  seco-labor-mcp                     │
│                                                   

Tags

arbeitsmarktlabor-marketllmmcpmodel-context-protocolpythonsecoswiss-open-data

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0
Installs
Last updated20 days ago
Security: AREADME

Safety

Risk Levelmedium
Data Access
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Details

Sourcegithub-crawl
Last commit4/1/2026
View on GitHub→

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