JobDataLake

Name: JobDataLake
Author: echojobsio

by echojobsioversion 1.0.14i★ –iRuns on your computer

Registry nameio.github.echojobsio/jdl-mcp-server

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs on your computer
Transport: stdio
Category: Search & AI memory
You need to fill in: JDL_API_KEY

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
You fill in yourself: JDL_API_KEY

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

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

Run this in your terminal

claude mcp add jdl --env JDL_API_KEY=your-value -- npx -y @jobdatalake/mcp-server

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "jdl": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@jobdatalake/mcp-server"
      ],
      "env": {
        "JDL_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

JDL_API_KEY secret env
Optional JDL API key for unlimited access. Get one free at jobdatalake.com. Without a key, 500 free calls/day are included.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account echojobsio, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Search & AI memoryi

More stars than 0% of the other 7243 servers in this category
Published to the registry more recently than 9% of the other 7243 servers in this category
Basic checks equal to or better than 100% of the other 7243 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is JobDataLake safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: JDL_API_KEY

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.14) reached the registry 7 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated today

Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 20 days ago

Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated last month

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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?

"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)
salary_min / salary_max — in USD (accepts full dollars, e.g. 150000)
remote_type — fully_remote, 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.
employment_type — full_time, part_time, contract, internship
posted_within — 24h, 7d, 30d
sort_by — posted_at:desc, salary_max_usd:desc, salary_min_usd: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.

`get_filter_options`

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

`find_similar_jobs`

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

Query	What it does
"Remote Python jobs over $150k"	Skills + salary + remote filter
"Jobs at Stripe"	Company filter
"Entry level data science"	Seniority filter
"New remote jobs today"	Date + remote filter
"React AND TypeScript jobs in Europe"	Multi-skill AND + continent
"Highest paying remote jobs"	Salary sort
"What skills are most in demand?"	Filter options tool

License

MIT — see LICENSE.

Support

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

JobDataLake

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

JobDataLake MCP Server

Quick Start

Want unlimited access?

Tools

search_jobs

get_job

get_company

get_filter_options

find_similar_jobs

Pricing

Data

Example Queries

License

Support

`search_jobs`

`get_job`

`get_company`

`get_filter_options`

`find_similar_jobs`