Ext Ops Panel
Open dashboard

io.github.malkreide/seco-labor-mcp

Swiss labour market and occupational accidents: unemployment, job seekers, vacancies, UVG data

MCP server · by malkreide

About

io.github.malkreide/seco-labor-mcp is an MCP server published by malkreide. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-15.

What it asks for

  • Runs on your machine

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Package

PyPI seco-labor-mcp (seco-labor-mcp on PyPI)

  • PyPI downloads/week: 42 (2026-10-13)
  • PyPI downloads/month: 221 (2026-10-13)
  • Latest version on PyPI: 0.5.0, published 2026-09-20

No known vulnerabilities in OSV for 0.5.0 (checked 2026-10-14)

PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: PyPI package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport stdio seco-labor-mcp -- uvx seco-labor-mcp
Codex~/.codex/config.toml
[mcp_servers.seco-labor-mcp]
command = "uvx"
args = ["seco-labor-mcp"]
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "seco-labor-mcp": {
      "command": "uvx",
      "args": [
        "seco-labor-mcp"
      ]
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.5.0 Downloads/month (PyPI): 221
Downloads/week (PyPI): 42
Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • bls-mcp io.github.mrfentmen/bls-mcp

    US labor statistics from BLS. No key required.

    by mrfentmen · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • hiringindex-mcp io.github.starnikovoleg/hiringindex-mcp

    Search live job postings, aggregate any market slice, and see how long each listing has been open.

    by starnikovoleg · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • bls-mcp-server io.github.cyanheads/bls-mcp-server

    Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

    by cyanheads · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • bls-labor-mcp-server io.github.cyanheads/bls-labor-mcp-server

    Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

    by cyanheads · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • api-server technology.draup/api-server

    Global labour & market data for skills, workforce, planning, stakeholders, jobs, news & profiles

    by draup.technology · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • getjobzi-mcp io.github.getjobzi/getjobzi-mcp

    GetJobzi MCP server for job search, application tracking, and career forecasting.

    by getjobzi · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • ilostat-mcp-server io.github.cyanheads/ilostat-mcp-server

    Search ILOSTAT labour indicators, query and compare series, build country profiles, run SQL.

    by cyanheads · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Careeronestop

    CareerOneStop MCP — wraps the CareerOneStop Web API (U.S. Dept. of Labor)

    by pipeworx-io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • HitPrace

    Read-only Czech job search and market snapshots.

    by hitprace.cz · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • VeritaHire Hiring Intelligence

    For employers: how a job posting compares with the market nearby, by competitor; hiring reports.

    by veritahire.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • findem-studio

    Findem Studio plugin for talent intelligence — 3 remote MCP connectors with OAuth, comprehensive reviewer runbook.

    by findemdev · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • careerproof

    Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures, learning and…

    by dontellu77 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • hunaras

    AI-native recruiting platform. Search jobs, manage applications, check AI interview assessments, schedule meetings, rate employers, post jobs, search candidates, and get hiring…

    by shaxbozaka · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-career-plugin

    AI job search command center for Claude Code. Evaluate job offers with fit scoring, generate tailored CVs and cover letters, scan 45+ company career portals automatically, track…

    by skytow · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Sokosumi MCP

    Claude Code plugin for Sokosumi agents, coworkers, tasks, jobs, and marketplace workflows.

    by masumi-network · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • zoominfo

    Search companies and contacts, enrich leads, find lookalikes, and get AI-ranked contact recommendations. Pre-built skills chain multiple ZoomInfo tools into complete B2B sales…

    by Zoominfo · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • GovTribe

    Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…

    by GovTribe · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • pigment

    Analyze business data and build custom Pigment models, metrics, and boards through natural language.

    by gopigment · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • datahub-skills

    DataHub development and interaction toolkit with connector planning, PR review, catalog search, metadata enrichment, lineage tracing, data quality management, and connection setup…

    by datahub-project · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • Intuit QuickBooks

    QuickBooks business insights and actions: financial health briefings across P&L, cash flow, balance sheet and A/R, industry benchmarking, payroll cost analysis, overdue-invoice…

    by intuit · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Human Resources

    Streamline people operations — recruiting, onboarding, performance reviews, compensation analysis, and policy guidance. Maintain compliance and keep your team running smoothly.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • zoominfo

    Search companies and contacts, enrich leads, find lookalikes, and get AI-ranked contact recommendations. Pre-built skills chain multiple ZoomInfo tools into complete B2B sales…

    by Zoominfo · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • GovTribe

    Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…

    by GovTribe · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Data

    Write SQL, explore datasets, and generate insights faster. Build visualizations and dashboards, and turn raw data into clear stories for stakeholders.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Intuit QuickBooks

    QuickBooks business insights and actions: financial health briefings across P&L, cash flow, balance sheet and A/R, industry benchmarking, payroll cost analysis, overdue-invoice…

    by intuit · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • PostHog

    PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…

    by PostHog Inc. · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Mixpanel Headless

    Analyze Mixpanel data with the mixpanel_headless Python SDK and Codex skills.

    by Mixpanel · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Airtable

    Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…

    by Airtable · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
Has a listing on Copilot CLI: github/awesome-copilot (5)
  • whatidid

    Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • BLEA

    Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

    by Nitmi · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • mcp-m365-copilot

    Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • chronicle-stats

    See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.

    by Julia Muiruri · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Greenhouse

    Search candidates, jobs, and applications, and review scorecards in Greenhouse Recruiting.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Juicebox

    Query recruiting analytics, shortlists, and sourcing agents.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Upwork

    Search talent, post jobs, and manage contracts.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Workable

    Search candidates, move pipelines, and manage HR records.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Workday

    Look up workers, organizations, time off, payroll, and recruiting data in Workday.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    by kagisearch · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Program Integrity Alliance

    An MCP server to help make U.S. Government open datasets AI-friendly.

    by Program-Integrity-Alliance · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • MCP Database Server

    MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.

    by Souhar-dya · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Keboola

    Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.

    by keboola · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • bls-mcp io.github.mrfentmen/bls-mcp

    US labor statistics from BLS. No key required.

    by mrfentmen · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • hiringindex-mcp io.github.starnikovoleg/hiringindex-mcp

    Search live job postings, aggregate any market slice, and see how long each listing has been open.

    by starnikovoleg · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • bls-mcp-server io.github.cyanheads/bls-mcp-server

    Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

    by cyanheads · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • bls-labor-mcp-server io.github.cyanheads/bls-labor-mcp-server

    Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

    by cyanheads · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • api-server technology.draup/api-server

    Global labour & market data for skills, workforce, planning, stakeholders, jobs, news & profiles

    by draup.technology · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built