Jobs Data

Name: Jobs Data
Author: benthepythondev00

by benthepythondev00version 1.0.1i★ –iRuns in the cloud

Registry nameio.github.benthepythondev00/jobs-data

Install

Overview

Description from the maker (original English)

Remote job boards, LinkedIn jobs, company ATS pages and Upwork jobs as tools. Runs on Apify.

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 checksi3 of 3 passedChecked from public information; code not scanned yet
UsageiVery new★ –

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 in the cloud
Transport: Streamable HTTP
Category: Marketing & social media
You need to fill in: Authorization

Install

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

Before you install

Basic checks: 3 of 3 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: Authorization

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

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

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

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Run this in your terminal

claude mcp add --transport http jobs-data 'https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper' --header 'Authorization: your-value'

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": {
    "jobs-data": {
      "url": "https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper",
      "headers": {
        "Authorization": "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": {
    "jobs-data": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper",
      "headers": {
        "Authorization": "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 address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

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

Values you fill in

Authorization secret required HTTP header
Apify API token, for example 'Bearer '

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

What it can do

The server asks you to sign in before it lists its tools.

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 8, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account benthepythondev00, 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
✓ Pass
Endpoint responds
Responded in 879 ms (HTTP 401)
✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Marketing & social mediai

More stars than 0% of the other 3605 servers in this category
Published to the registry more recently than 74% of the other 3605 servers in this category
Basic checks equal to or better than 100% of the other 3605 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 Jobs Data safe?

It passed 3 of 3 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: Authorization

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 12 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

Alternatives

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

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

MCP YouTube Transcript

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Install

Google Analytics MCP

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BibiGPT YouTube Video Summarizer

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

by JimmyLvGrowing★ 137Updated 11 days ago

Runs in the cloud✓ bibigpt.co

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.

Web data tools for AI agents

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 .

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

Reddit posts, comments, keyword search and historical archives as tools.

https://mcp.apify.com/?tools=benthepythondev/reddit-scraper,benthepythondev/reddit-search-scraper,benthepythondev/reddit-comments-scraper,benthepythondev/reddit-archive-scraper

Social Media Data

Instagram, TikTok, YouTube and Threads profiles, posts, comments and transcripts.

https://mcp.apify.com/?tools=benthepythondev/instagram-profile-scraper,benthepythondev/instagram-posts-scraper,benthepythondev/instagram-comments-scraper,benthepythondev/tiktok-profile-videos-scraper,benthepythondev/tiktok-comments-scraper,benthepythondev/youtube-transcript-scraper,benthepythondev/youtube-comments-scraper,benthepythondev/threads-public-scraper

Local Business Leads

Google Maps places with emails, phones and the tech stack of their websites.

https://mcp.apify.com/?tools=benthepythondev/google-maps-business-scraper,benthepythondev/google-maps-email-scraper,benthepythondev/website-contact-extractor,benthepythondev/tech-stack-detector

Real Estate Data

Zillow homes and rentals, Zumper rentals and Craigslist housing listings as tools.

https://mcp.apify.com/?tools=benthepythondev/zillow-scraper,benthepythondev/zillow-detail-scraper,benthepythondev/zillow-rentals-scraper,benthepythondev/zumper-rental-scraper,benthepythondev/craigslist-real-estate-scraper

The same listings without Apify: Listingrail is a REST API over 18 portals (Zillow, Redfin, Rightmove, Idealista, ImmoScout24, Bayut and more) with one key and one listing format, and the same search as an MCP server at https://listingrail.com/mcp (send the key as Authorization: Bearer re_...).

Jobs Data

Remote job boards, LinkedIn jobs, company ATS pages and Upwork jobs as tools.

https://mcp.apify.com/?tools=benthepythondev/remote-jobs-aggregator,benthepythondev/linkedin-jobs-scraper,benthepythondev/ats-jobs-aggregator,benthepythondev/upwork-jobs-scraper

Besides the scrapers, Apify's server adds four helpers to every set: read a run, read its dataset, read a stored record, stop a run.

Hosted servers

Three more servers run on our side behind MCPize, which handles keys and billing: a free plan with 100 calls a month, then $9 for 1,000 or $29 for 5,000. Get a key on the server's page and send it as Authorization: Bearer .

SocialBlade Creator Stats

YouTube, TikTok, Instagram and Twitch growth history and 7/30/90-day gains from SocialBlade.

https://socialblade-creator-stats.mcpize.run/mcp

What get_creator_stats returns per platform (checked with one real lookup each on 2026-11-01):

Field	YouTube	TikTok	Instagram	Twitch
Subscribers or followers, grade, SocialBlade rank	yes	yes	yes	yes
Views, videos or likes	views, videos	likes, videos	posts count	no
Engagement rate, average likes and comments	no	no	yes	no
Daily history (about 15 days)	yes	yes	null	yes
7-day gain and spike dates	yes	yes	null	yes

Instagram history, gains and spike dates come back null because SocialBlade only shows them to logged-in users, and this server never logs in. On every platform the 30- and 90-day gains are usually null, since the public page covers about 15 days.

How do I check a creator's follower growth before a sponsorship? Give get_creator_stats up to 10 profile links (for example https://www.youtube.com/@mkbhd). For each creator you get the follower or subscriber count, the 7-day gain, about 15 days of daily numbers and a one-line spike_summary, so you can see whether growth is steady or comes in sudden jumps.

Does it detect fake followers? No. It flags spikes: days whose gain was more than 3 times the creator's median daily gain. A spike can come from a viral video or from bought followers, so treat it as a reason to look closer, not as a verdict.

How is it different from HypeAuditor or Modash? It costs a flat $9 a month for 1,000 calls (100 calls a month are free), with no per-profile credits, and it reads public SocialBlade data from inside your MCP client. It has no audience demographics (age, gender, location of followers) and no fake-follower score, both of which those platforms sell. Modash starts at $199 a month for 300 opened profiles; HypeAuditor quotes its paid plans through sales.

Which platforms does it cover, and how many days of history? YouTube, TikTok, Instagram and Twitch. YouTube, TikTok and Twitch come with about 15 days of daily history, which is what SocialBlade shows a logged-out visitor. Instagram returns current numbers and engagement rate but no history.

Ad Library Intelligence

Competitor ads from the Meta, Google and LinkedIn ad libraries plus ads.txt sellers. No login.

https://ad-library-intelligence.mcpize.run/mcp

Business Data: Open Data, Crypto & Startups

Government open-data search, crypto prices, Fear & Greed, Bitcoin stats, FX rates, startups.

https://business-open-data-crypto.mcpize.run/mcp

Questions

Open an issue here, or on the page of the scraper in the Apify Store.

Jobs Data

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 Marketing & social mediai

Common questions

Alternatives

MCP YouTube Transcript

Google Analytics MCP

BibiGPT YouTube Video Summarizer

README from the maker

Web data tools for AI agents

Connect

What it costs

The tool sets

Reddit Data

Social Media Data

Local Business Leads

Real Estate Data

Jobs Data

Hosted servers

SocialBlade Creator Stats

Ad Library Intelligence

Business Data: Open Data, Crypto & Startups

Questions