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LaborX Scout MCP

by Ying-byte

LaborX Scout MCP

Standard job-search MCP for laborx.com.

Wraps this board’s public API/RSS into a standard MCP (search_jobs / get_job) so any Agent Host can use it — not only Zhencheng Nest. Works with any MCP Host (Cursor, Claude Desktop / Code, Codex, Zhencheng Agent, …).

Publish status: Protocol + docs + standalone runner bundle — no Zhencheng monorepo required at runtime.

Quick start

cd zc-scout-channels
npm i
cd laborx
node stdio_mcp_server.mjs

Related MCP server: We Work Remotely Scout MCP

Host config

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "zc-laborx-scout-mcp": {
      "command": "node",
      "args": ["/ABS/PATH/zc-scout-channels/laborx/stdio_mcp_server.mjs"]
    }
  }
}

Claude Desktop

Same shape under mcpServers in Claude Desktop config.

Zhencheng Agent

Add to external MCP allowlist as stdio:

{
  "id": "laborx-official",
  "name": "LaborX 搜岗",
  "transport": "stdio",
  "command": "node",
  "args": ["/ABS/PATH/zc-scout-channels/laborx/stdio_mcp_server.mjs"]
}

Tools

search_jobs

Arg

Type

Description

query

string

Keyword / role

location

string

Soft match (远程/remote or city/country)

remoteOnly

boolean

Prefer remote-friendly (default true)

postedAfter

string

ISO date

limit

number

1–40

get_job

Arg

Type

url

apply/detail URL

Result shape

{
  "title": "...",
  "company": "...",
  "location": "...",
  "applyUrl": "https://...",
  "sourceUrl": "https://...",
  "publishedAt": "2026-09-01",
  "snippet": "...",
  "salary": null,
  "remote": true,
  "source": "laborx-official"
}

Limits

  • Read-only; no apply proxy; no site cookies in the package

  • Polite rate limit ≥800ms between tool calls

  • Soft location filter when the site has no geo API

  • Respect robots/ToS of laborx.com

Skill

See skills/zc-laborx-scout/SKILL.md — host-neutral; points at real MCP tools search_jobs / get_job.

License

MIT — see LICENSE.

Related MCP Connectors

  • Job search for Switzerland. Searches current listings on funkyjobs.ch by keyword, place with radius, workload, category and publishing date, and fetches a single listing with employer, location, workload and salary where stated. Read-only, no account needed. Docs: https://www.funkyjobs.ch/mcp-connector

  • Remote job search as MCP tools: jobs, companies, categories, salaries. Links to original postings.

  • A jobs data API and MCP server. Every listing comes from the employer's own career site, an ATS feed or a government employment service, never resold from another board. Each row names its source and when we last confirmed the vacancy existed, and a role that disappears keeps a closure date and a reason. Six tools: search_jobs, get_job, company_hiring, market_signals, coverage, changes_since.

  • JobsPipe — data pipeline of every job posting on the web. Search live, normalized job postings from 30+ ATS feeds and job boards for AI agents via MCP.

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