MCP Observatory
6m ago Tracked 47,921 Last 6m ago 24h 2,681
github Python re-analysis due

malkreide/seco-labor-mcp

github

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

maintainer
malkreide
license
MIT
first seen
2026-06-04
last seen
2026-08-25
releases · 30d
1
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 8 tools
transport stdio · http · sse verified reported listed in the official MCP registry counts 8 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • seco_get_dataset
  • seco_get_job_seekers
  • seco_get_monthly_report_url
  • seco_get_unemployment_by_occupation
  • seco_get_unemployment_overview
  • seco_get_youth_unemployment
  • seco_list_cantons
  • seco_search_datasets
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit ca1f7bf · analyzer v33 · 1w ago

skills & prompt files 1

danger signals1

code evidence vv0.3.4 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 20

filesystem 10

  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/scripts/check_ruff_pin.py :35 import shutil
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/scripts/check_version_sync.py :35 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/scripts/classify_live_run.py :55 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/scripts/record_fixtures.py :40 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/fixture_data.py :18 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_classify_live_run.py :21 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_recorded_fixtures.py :801 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_response_shape.py :155 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_retry_policy.py :127 from pathlib import Path
  • fs (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_werkzeug_versionen.py :16 import pathlib

shell / exec 2

  • shell (weak) malkreide-seco-labor-mcp-ca1f7bf/scripts/check_ruff_pin.py :36 import subprocess
  • shell (weak) malkreide-seco-labor-mcp-ca1f7bf/scripts/record_fixtures.py :36 import subprocess

network 9

  • net (weak) malkreide-seco-labor-mcp-ca1f7bf/scripts/record_fixtures.py :43 import httpx
  • net malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/retry_policy.py :22 import httpx
  • net malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :28 import socket
  • net malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/uvg.py :35 from urllib.parse import urlsplit
  • net (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_recorded_fixtures.py :24 import httpx
  • net (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_response_shape.py :22 import httpx
  • net (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_retry_policy.py :19 import httpx
  • net (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_unit.py :10 import httpx
  • net (weak) malkreide-seco-labor-mcp-ca1f7bf/tests/test_uvg.py :15 import httpx

tool registrations 8

  • seco_search_datasets malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :725
  • seco_get_dataset malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :816
  • seco_get_unemployment_overview malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :923
  • seco_get_youth_unemployment malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :1384
  • seco_get_job_seekers malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :1563
  • seco_get_monthly_report_url malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :1788
  • seco_get_unemployment_by_occupation malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :1882
  • seco_list_cantons malkreide-seco-labor-mcp-ca1f7bf/src/seco_labor_mcp/server.py :2002

declared dependencies 11

  • fastmcp@>=1.0.0,<4
  • httpx@>=0.27.0,<1
  • pydantic@>=2.0.0,<3
  • pypdf@>=5.0.0,<7
  • openpyxl@>=3.1.0,<4
  • pytest@>=8.0.0
  • pytest-asyncio@>=0.24.0
  • pytest-cov@>=5.0.0
  • respx@>=0.21.0
  • .@*
  • ruff@==0.16.1