MCP.Market

JobDataLake MCP server

by echojobsio·io.github.echojobsio/jdl-mcp-server·v1.0.14·2 stars

Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.

A85/100grade A
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Safety scan
A85/100

full report

Adoption
New

2 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

JobDataLake tools (5)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • find_similar_jobs

    Find jobs similar to a given job listing using AI vector similarity. Great for "more like this" discovery.

  • get_company

    Get company profile including open job count, industry, size, and career page URL.

  • get_filter_options

    Get available filter values (seniority levels, job functions, skills, etc.) with job counts. Useful for discovering what values to use in search filters.

  • 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.

  • 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.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan9 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 3 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How JobDataLake compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
85/100
higher than 75% of 3,470 Web search servers
Tools
5
the typical Web search server has 5
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
2
more than 70% of 1,786 Web search servers

What its tools let an agent do: 5 read

Install JobDataLake in Claude Code, Cursor or VS Code

Runs npx -y @jobdatalake/mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add jdl-mcp-server -- npx -y @jobdatalake/mcp-server
Add to Cursor

What the publisher says

From the JobDataLake repository's README, as published. We do not edit it. Read it on GitHub

JobDataLake MCP Server

Search 1,000,000+ enriched job listings from 20,000+ companies directly from Claude, Cursor, Windsurf, or any MCP-compatible AI tool.

Free to use — no signup required. 500 calls/day included.

Quick Start

Add to your Claude Code or Claude Desktop MCP config:

{
  "mcpServers": {
    "jobdatalake": {
      "command": "npx",
      "args": ["-y", "@jobdatalake/mcp-server"]
    }
  }
}

That's it. No API key needed. Then ask:

"Find me remote senior React jobs paying over $150k"

"Entry level data science jobs posted this week"

"Jobs at Anthropic paying over $200k"

Want unlimited access?

Sign up at jobdatalake.com for your own API key, then add it:

{
  "mcpServers": {
    "jobdatalake": {
      "command": "npx",
      "args": ["-y", "@jobdatalake/mcp-server"],
      "env": {
        "JDL_API_KEY": "jdl_your_key_here"
      }
    }
  }
}

Tools

search_jobs

Search and filter jobs by keyword, skills, salary, remote type, seniority, location, date, and more.

Filters:

  • query — keyword search (title, company, skills)
  • skills — AND filter: Python,AWS,Kubernetes (all must match)
  • salarymin / salarymax — in USD (accepts full dollars, e.g. 150000)
  • remotetype — fullyremote, hybrid, on_site
  • seniority — Entry, Mid Level, Senior, Staff, Principal, Manager, Director, C Level
  • location — city, country, or continent (Europe, Asia, Latin America, Scandinavia, etc.)
  • countries — ISO codes: US,GB,DE
  • job_function — eng, data, design, sales, marketing, product, etc.
  • employmenttype — fulltime, part_time, contract, internship
  • posted_within — 24h, 7d, 30d
  • sortby — postedat:desc, salarymaxusd:desc, salaryminusd:asc
  • company — filter by domain: stripe.com

get_job

Get full details for a specific job including description, requirements, salary, and apply link. Use the job_handle ID from search results.

get_company

Get company profile — industry, size, funding, career page. Accepts domain (stripe.com) or handle.

getfilteroptions

Discover available filter values with job counts. Great for exploring what's in the dataset.

findsimilarjobs

Find jobs similar to a given listing using AI vector similarity. Available for remote + tech jobs.

Pricing

Free tier (no signup): 500 calls/day, resets daily.

With your own API key:

  • Free: 1,000 credits on signup
  • Starter: 1,000,000 credits — $200
  • Growth: 2,000,000 credits — $300
  • Business: 4,000,000 credits — $400

Credits never expire. Get your API key.

Data

  • 1M+ active job listings from 20,000+ companies
  • 40+ ATS platforms (Greenhouse, Lever, Workday, Ashby, etc.)
  • Updated hourly
  • AI-enriched: salary (USD), skills, seniority, remote policy, job function
  • Sub-100ms search responses

Example Queries

License

MIT — see LICENSE.

Support

  • Questions: mg@jobdatalake.com
  • GitHub: github.com/echojobsio/jdl-mcp-server
  • Website: jobdatalake.com

Nothing above is checked by us. What we check is on the safety report.

JobDataLake: common questions

Is JobDataLake MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the JobDataLake safety report
How do I install JobDataLake?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does JobDataLake need an API key?
Yes. The registry entry asks for JDL_API_KEY.
Is JobDataLake maintained?
The last commit was 41 days ago (2026-09-24). The latest release is v1.0.14.
What can I use instead of JobDataLake?
Servers from other publishers that do the same job: HeyClaude — Claude & AI workflow directory MCP server, Jobseek MCP server and HasData Yellow Pages MCP server.
How does JobDataLake compare with other Web search MCP servers?
safety score 85/100 (higher than 75% of 3,470 Web search servers); tools 5 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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