Recruiting & Jobs MCP

Live job-market data for recruiting agents — postings straight from company ATS boards, before the aggregators get them.

Ten tools behind one MCP endpoint: what a company is hiring for, who works there, and what employees say about it. Normalized JSON, no cookies, no login.

Built by The Mine Works.

Tools

Tool	What it returns	Price
search_jobs_ats	Postings direct from Greenhouse, Lever, Workday, Ashby	$0.04 / 25 jobs
search_jobs_linkedin	LinkedIn job postings by keyword and location	$0.05 / 25 jobs
search_jobs_indeed	Indeed postings across 8 country sites (US, GB, CA, IN, AU, DE, FR, NL)	$0.05 / 25 jobs
search_jobs_simplyhired	SimplyHired US postings, a second sweep that catches what Indeed misses	$0.05 / 25 jobs
search_jobs_india	Naukri postings with salary, experience, and work-mode filters	$0.04 / 25 jobs
search_jobs_cutshort	CutShort postings: Indian tech roles with skill tags and INR salary bands	$0.04 / 25 jobs
find_candidates	People at a company by job title, with profile URLs	$0.10 / 25 people
enrich_profile	A LinkedIn profile URL → structured role, experience, skills	$0.06 / 25 profiles
company_snapshot	LinkedIn company profile + AmbitionBox ratings and salaries	$0.08
hiring_signals_report	Is this company hiring, and for what — all sources in one call	$0.12 complete · $0.07 partial · $0.03/section · $0 nothing found

The signals report always costs less than calling the tools one by one.

Worked example

Ask your agent: "Is Stripe hiring backend engineers, and what's it like to work there?"

// tools/call → hiring_signals_report
{ "company": "Stripe", "max_jobs": 25 }

Returns ats_postings, linkedin_postings, and employer_snapshot in one object, plus open_postings_found so your agent can reason about hiring velocity without counting rows itself.

Setup

{
  "mcpServers": {
    "recruiting-jobs": {
      "url": "https://themineworks--recruiting-jobs-mcp.apify.actor/mcp",
      "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
    }
  }
}

Works in Claude Desktop, Claude Code, Cursor, and Windsurf. Cold start ~8s.

Billing promise

No result, no charge. Ever. A company with no open roles returns an empty, unbilled answer — not a charge for the search.

Identical repeat calls within 60 seconds are free. Apify platform usage is billed by Apify on top, as with any Standby actor.

Honest limits

• ATS coverage depends on the company using a supported board (Greenhouse, Lever, Workday, Ashby). Companies on other systems return nothing — unbilled.
• AmbitionBox employer data is India-centric; company_snapshot will often return only the LinkedIn half for US/EU companies, and says so explicitly per source.
• Indeed requires a residential proxy (it hard-blocks datacenter traffic), which is why it is priced at $0.05/25 rather than $0.04 like the other boards. Expect 30-45s.
• SimplyHired is US-only and runs a real browser, because Cloudflare blocks every HTTP client on that domain. Priced at $0.05/25 for the same residential-proxy reason as Indeed. Expect 20-40s.
• Naukri searches are India-focused and can take 20-30s.
• CutShort covers Indian tech and startup roles, not the broad market. It browses by category, so leave categories empty unless you already know the slug you want. Salary is reported as CutShort publishes it, which is often a range and sometimes absent.
• This is public posting data, not a resume database. find_candidates returns public profile information for sourcing, nothing private.

More from The Mine Works

Individual scrapers at apify.com/themineworks. Full MCP suite: themineworks.com/mcp.