Pricing

from $20.00 / 1,000 market data calls

Try for free

Go to Apify Store

Job Market Intelligence MCP

Try for free

Live job-market data for AI agents: top in-demand skills, role reports and salary benchmarks from Loker Dollar. MCP server (Standby), pay per call.

Pricing

from $20.00 / 1,000 market data calls

Rating

0.0

(0)

Developer

Kelvin

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Job Market Intelligence (MCP + API)

Live job-market data (Indonesia-first, built for global use) for AI agents and analysts: top in-demand skills, role-family reports and salary benchmarks, served as an MCP server (Apify Standby) and billed per call.

Tools

get_skill_demand — top skills across active listings
list_role_families — role families with a market report
get_role_report — full report for one role family
get_salary_benchmark — median/IQR monthly IDR pay by role and seniority

Connect

Add the Actor's MCP endpoint (shown on this page after you start it in Standby) to Claude, ChatGPT, Cursor or VS Code through Apify's MCP connector (https://mcp.apify.com). Each successful call is one pay-per-event charge on your own Apify account; failed calls are not charged.

Data & licence

Aggregates only, no personal data. Data © Loker Dollar (lokerdollar.com), licensed to the account holder for internal use only: no resale, redistribution, model training or distillation, and no building a competing dataset (lokerdollar.com/api-terms). Attribute lokerdollar.com. Free anonymous read-only job search is available at https://mcp.lokerdollar.com.

How it works

This Actor is a thin client. Prices and data are served by the origin API (https://lokerdollar.com/api/v1/catalog).

Job Market Intelligence

ryanclinton/job-market-intelligence

Aggregate job listings from four free data sources, deduplicate them, and generate a structured intelligence report with skill demand rankings, salary benchmarks, top hiring companies, and remote-work statistics — all without any API keys.

Ryan Clinton

Job Market Intel

allanjblythe/job-market-intel

Comprehensive job market analysis tracking salary trends, skill demand, and hiring patterns across major platforms. Get real-time market intelligence for strategic hiring, compensation planning, and career development decisions.

Allen Blythe

Thailand Job Market Intelligence

mai_amm/thailand-job-market-intelligence

Searches multiple Thailand job boards and summarizes demand, salaries, skills, hiring companies, locations, and remote/hybrid trends.

wiseld_squid

Domain Intelligence MCP — DNS, WHOIS & SSL for AI Agents

nexgendata/domain-intelligence-mcp-server

MCP server exposing DNS, WHOIS, IP geolocation and SSL checks as agent tools. Connect Claude, Cursor, n8n or the OpenAI Agents SDK to live domain data.

NexGenData

India Tender Intelligence MCP

nachiketagrawal/india-tender-intelligence-mcp

AI-native tender search across 50+ Indian government portals (CPPP, GeM, state e-procurement). Connect Claude, Cursor, or any MCP client to find, analyze, and monitor tenders with smart filtering and alerts via natural language.

Nachiket Agrawal

Google Jobs Scraper

blueskyscraper/google-jobs-scraper

[from $2.63/1K jobs] Scrape Google Jobs listings by job title and location: title, company, location, remote flag, job type, salary parsed into min, max, currency and period, posted date, publisher and job link. Only-new-jobs mode. No run fee.

BlueskyScraper

Mcp Validator

rocketagro/mcp-validator

**MCP Validator** is a professional validation and compliance testing tool for [Model Context Protocol (MCP)](https://modelcontextprotocol.io) servers. It ensures your MCP server’s **tools, resources, prompts, and templates** are correct, compliant, and production-ready.

Jahid Hasan

Job Market Data API - Job Postings, Wages and Labor Market Data

nabeelbaghoor/job-market-data-api

Search real-time job postings and labor market data by region, occupation, industry and skill, and export structured records with wages, job titles, employers and SOC codes. Pay per result. Bring your own API key.

Nabeel Hassan

10-K Strategic Intelligence MCP

elisabethhitz/10k-strategic-intelligence-mcp

MCP Server running as Apify Standby for SEC filings and earnings call analysis.

Elisabeth

Naukri Jobs Scraper — AI Agent Ready

fervent_bus/naukri-job-scraper-mcp

Extract job listings from Naukri.com. Returns titles, companies, locations, experience, salaries, skills. Recruitment automation for AI agents. Works with Claude, ChatGPT via Apify MCP.