Job Market MCP

A Model Context Protocol server that gives AI agents labor-market data — job postings and salaries — as callable tools. For recruiting, career and research agents.

📊 Sample Output

status	message	server_url	apify_url	transport	tools
MCP Server Running	This is an MCP server, not a scraper. It does not produce results whe…	https://nexgendata--job-market-mcp-server.apify.actor/mcp	https://apify.com/nexgendata/job-market-mcp-server	streamable-http	['search_jobs', 'company_reviews', 'salary_search']

Real rows from run 9dtsZvZGhvRsUeUQz on build 0.0.11 (2026-09-04), unedited apart from masked emails/phones and shortened long text; fields the source does not publish are empty.

🧾 JSON sample record

One real record from run 9dtsZvZGhvRsUeUQz (emails/phones masked, long text shortened):

{
  "status": "MCP Server Running",
  "message": "This is an MCP server, not a scraper. It does not produce results when run directly.",
  "how_to_connect": "Connect from an MCP-compatible AI client (Claude Desktop, Cursor, Windsurf, etc.)",
  "server_url": "https://nexgendata--job-market-mcp-server.apify.actor/mcp",
  "apify_url": "https://apify.com/nexgendata/job-market-mcp-server",
  "documentation": "See the README for setup instructions and example configurations.",
  "transport": "streamable-http",
  "endpoint": "/mcp",
  "tools": [
    "search_jobs",
    "company_reviews",
    "salary_search"
  ]
}

💰 Pricing

Event	Price (USD)	When it is charged
Actor Start (apify-actor-start)	$5e-05	Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).
Tool call (tool-call)	$0.05	Per-tool invocation via MCP Standby

Pay-per-event: you pay only for what the run delivers. A run that delivers nothing bills no result events (only the actor-start event, when the actor defines one). Example: a run that delivers 100 results costs 100 × $0.05 = $5.00 plus the start fee.

🔗 Related Actors

More from the NexGenData MCP servers for AI agents family:

• Google Maps Leads MCP — Local Business Data for Agents
• Gov Contracts MCP — Federal Awards & Spending for AI Agents
• HR Compensation MCP — Salary & H-1B Data for AI Agents
• Legal Data MCP — Case Law, Dockets & Filings for AI Agents
• News MCP — AP, BBC, NPR & Google News for AI Agents
• Patent Search MCP — Prior Art & Inventor Tools for AI Agents

29 more in this family on the NexGenData Store page.

🛠 Tools (2)

• search_jobs — Search job postings. Sources: jobicy.com remote jobs, Hacker News "Who is Hiring" threads, arbeitnow.com.
• salary_search — Salary data by role, location and employer from US Department of Labor H-1B LCA disclosures (via nexgendata/h1b-visa-salary-search).

Employer reviews (Glassdoor) are not offered — that source is gated, and the former company_reviews tool was removed in v1.1 rather than left as a paid error.

🔌 Connect (Claude Desktop / Cursor / n8n / OpenAI Agents SDK)

Add this MCP server to your client config:

{
  "mcpServers": {
    "job-market": {
      "url": "https://nexgendata--job-market-mcp-server.apify.actor/mcp"
    }
  }
}

Sample agent prompt:

Search for remote data-engineer jobs and pull H-1B salary ranges for the role.

Pricing: $0.05 per tool call (Pay-Per-Event) — about 20 per $1. Actor start fee $5e-05 per run. Live prices are in the Pricing table below.

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Related NexGenData MCP Servers & Actors

Use case	Actor
News + headlines MCP	news-mcp-server
Academic research MCP (papers + citations)	academic-research-mcp-server
Reddit MCP (post + comment search)	reddit-mcp-server
Developer tools MCP	developer-tools-mcp-server
Direct H1B salary search (no MCP)	h1b-visa-salary-search

How NexGenData Pricing Works

Every NexGenData actor uses pay-per-event pricing — you only pay for results that land in your dataset or per MCP tool call. No monthly minimum, no seat fees.

• Actor Start: a single-event charge each time the actor spins up.
• Tool call: charged per MCP tool call.
• No charge for retries or internal proxy rotation — absorbed by the platform.

Support

NexGenData ships updates regularly. Bug reports via the Apify console issues tab get a response within 24 hours.

Home: thenextgennexus.com Full catalog: apify.com/nexgendata