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arbetsformedlingen-mcp-server

v1.0.2

Published

MCP server for Arbetsförmedlingen (Swedish Public Employment Service) open APIs — JobSearch, JobStream, Taxonomy, Enrichments and more.

Vulnerabilities

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Links

Maintainers

danielerikssoncoderdanielerikssoncoder

Keywords

mcparbetsformedlingenjobtechswedenjobsemploymentapiaiclaudellm

Readme

Arbetsförmedlingen MCP Server

MCP server for the Swedish labour market. Built on Arbetsförmedlingen and JobTech Dev open APIs.

Gives Claude and other MCP-compatible AI assistants 13 tools for searching jobs, streaming real-time events, AI-analysing job ads, and navigating the Swedish occupation taxonomy.

No API key required. All APIs are publicly accessible.

Quick start

Add to your Claude Desktop config (%APPDATA%\Claude\claude_desktop_config.json on Windows, ~/Library/Application Support/Claude/claude_desktop_config.json on macOS):

{
  "mcpServers": {
    "arbetsformedlingen": {
      "command": "npx",
      "args": ["-y", "arbetsformedlingen-mcp-server"]
    }
  }
}

Restart Claude Desktop. The 13 tools are now available.

Tools

JobSearch API

| Tool | What it does | |------|-------------| | af_search_jobs | Search live job listings by text, occupation, location, employer, employment type, etc. | | af_get_job | Fetch a complete job listing by ID | | af_autocomplete | Typeahead suggestions for search terms |

JobStream API (real-time)

| Tool | What it does | |------|-------------| | af_stream_jobs | All new, updated and removed listings since a given datetime. Filter by occupation or location. |

Historical Job Ads API

| Tool | What it does | |------|-------------| | af_search_historical_jobs | Search archived listings going back to 2006 |

JobAd Enrichments API

| Tool | What it does | |------|-------------| | af_enrich_job_text | AI extracts occupations, competencies, traits and locations from a job ad text | | af_synonym_dictionary | Synonym dictionary used for matching terms in job ads |

JobAd Links API

| Tool | What it does | |------|-------------| | af_search_job_links | Search listings from the full Swedish market, including private job boards |

JobEd Connect API

| Tool | What it does | |------|-------------| | af_education_to_occupations | Which occupations does a given education lead to? | | af_occupation_to_educations | Which educations match an occupation's competency demands? |

Taxonomy API

| Tool | What it does | |------|-------------| | af_search_taxonomy | Search occupations, skills, municipalities, regions. Returns concept IDs for filtering. | | af_get_taxonomy_concept | Details about a taxonomy concept including parent/child relationships | | af_list_taxonomy_types | List all concepts of a given type (e.g. all occupation fields or all regions) |

Example prompts for Claude

Search for Python developer jobs in Stockholm
What are the top skills demanded in nurse job ads right now?
Which educations best match a career as a system developer?
Give me all job events from the last hour
Search the occupation taxonomy for "sjuksköterska" and show me the concept ID

Other installation options

# Run directly (no install)
npx arbetsformedlingen-mcp-server

# Install globally
npm install -g arbetsformedlingen-mcp-server
arbetsformedlingen-mcp-server

# HTTP mode (for hosted AI agents)
TRANSPORT=http npx arbetsformedlingen-mcp-server
# listens on http://localhost:3000/mcp
# health check at http://localhost:3000/health

Environment variables

| Variable | Default | Description | |----------|---------|-------------| | TRANSPORT | stdio | Set to http for HTTP/Streamable HTTP mode | | PORT | 3000 | Port for HTTP mode |

API documentation

License

MIT