JobDataLake

Search 1M+ enriched job listings from 20,000+ companies.

CommunityOnlineNo sign-inGlobalFreeRead-only

What it can do

  • Search Jobs: Search 1M+ job listings from 20K+ companies. Supports keyword search, AI semantic search, filters for location, salary, remote type, seniority, skills, and more.
  • Get Job: Get full details for a specific job listing including description, requirements, salary, and apply link. Use the job_handle ID from search_jobs results.
  • Get Company: Get company profile including open job count, industry, size, and career page URL.

What data it sees

Do you need an account

No: the server works without sign-in

Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, salary, location, seniority, remote type, and more. Free — 500 calls/day, no signup required.

How to connect

How to connect JobDataLake to Claude

The server address to paste into Claude settings:

https://jobdatalake--mgao.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect JobDataLake to ChatGPT

The server address to paste into ChatGPT settings:

https://jobdatalake--mgao.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect JobDataLake to Cursor

The server address to paste into Cursor settings:

https://jobdatalake--mgao.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (5)

Raw names from tools/list. Only developers need these.

search_jobsSearch 1M+ job listings from 20K+ companies. Supports keyword search, AI semantic search, filters for location, salary, remote type, seniority, skills, and more.
get_jobGet full details for a specific job listing including description, requirements, salary, and apply link. Use the job_handle ID from search_jobs results.
get_companyGet company profile including open job count, industry, size, and career page URL.
find_similar_jobsFind jobs similar to a given job listing using AI vector similarity. Great for "more like this" discovery.
get_filter_optionsGet available filter values (seniority levels, job functions, skills, etc.) with job counts. Useful for discovering what values to use in search filters.