jobs-data
MCP serverDev toolsRemote job boards, LinkedIn jobs, company ATS pages and Upwork jobs as tools. Runs on Apify.
Use jobs-data in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add jobs-data and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use jobs-data
Needs your own account with this service. Keys stay in your vault.
Details
Available today. Use it from your connected AI after setup.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Install jobs-data
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user jobs-data 'https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraperAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=jobs-data&config=eyJ1cmwiOiJodHRwczovL21jcC5hcGlmeS5jb20vP3Rvb2xzPWJlbnRoZXB5dGhvbmRldi9yZW1vdGUtam9icy1hZ2dyZWdhdG9yLGJlbnRoZXB5dGhvbmRldi9saW5rZWRpbi1qb2JzLXNjcmFwZXIsYmVudGhlcHl0aG9uZGV2L2F0cy1qb2JzLWFnZ3JlZ2F0b3IsYmVudGhlcHl0aG9uZGV2L3Vwd29yay1qb2JzLXNjcmFwZXIifQ==Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraperIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add jobs-data --url 'https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper'Run it once, then sign in with codex mcp login jobs-data if the server asks for an account.
From the project's README
As published by benthepythondev00/apify-web-data-mcp in README.md. This repository publishes several servers, so only the opening is shown here.
Five tool sets for Claude, Cursor, VS Code and any other MCP client. Each one is an address of Apify's hosted MCP server that loads a fixed list of scrapers, so the agent gets a handful of tools for one job instead of the whole Apify Store.
Connect
Add one of the addresses below as a remote MCP server (Streamable HTTP):
{"mcpServers": {"reddit-data": {"url": "https://mcp.apify.com/?tools=benthepythondev/reddit-scraper,benthepythondev/reddit-search-scraper,benthepythondev/reddit-comments-scraper,benthepythondev/reddit-archive-scraper"}}}
The first connection opens Apify's sign-in page. A client without OAuth sends an Apify API token instead, as the header Authorization: Bearer <token>.
What it costs
The tools run on your own Apify account. Each scraper charges per result, and its page in the Apify Store lists the price per plan. Apify's free plan includes $5 of usage a month, and no scraper here needs a login or cookies for the site it reads.
New to Apify? Create an account. I may earn a commission at no extra cost to you.
The tool sets
Reddit Data
Shortened here. Read the whole README on GitHub.
Signals
- Last commit
- Oct 2026
Advanced
- Delivery
- jobs-data MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-benthepythondev00-jobs-data- Source
- github.com/benthepythondev00/apify-web-data-mcp
- Hosted endpoint
https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper
github.com/benthepythondev00/apify-web-data-mcp