Ad Library Intelligence

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 <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

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

• Reddit Scraper - Posts, Comments, Users & Search
• Reddit Search Scraper - Keyword Posts, Date Range, No Login
• Reddit Comments Scraper - Threads & Replies, No Login
• Reddit Archive Scraper — Historical Posts for RAG

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

• Instagram Profile Scraper - Followers, Bio, Links, No Login
• Instagram Posts Scraper - Captions, Likes, Media, No Login
• Instagram Comments Scraper - Posts & Reels, No Login
• TikTok Profile Videos Scraper - Views, Likes, No Login
• TikTok Comments Scraper - Replies, Likes, No Login
• YouTube Transcript Scraper - Text, SRT & VTT
• YouTube Comments Scraper - Replies, Likes, No API Key
• Threads Scraper - Posts, Profiles, Replies, No Login

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

• Google Maps Scraper - Business Contacts & Ratings
• Google Maps Email Extractor - Emails, Phones & Social Links
• Website Contact & Email Extractor - Emails, Phones, Socials
• Tech Stack Detector - Wappalyzer & BuiltWith Alternative

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

• Zillow Search Scraper - Homes For Sale & Sold by City or ZIP
• Zillow Detail Scraper - Property Data by URL, ZPID or Address
• Zillow Rentals Scraper - Apartments, Units & Rent Prices
• Zumper Scraper: Apartments for Rent + Rent Change Monitor
• Craigslist Real Estate Scraper - FSBO Listings & Rentals

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

• Remote Jobs Scraper: RemoteOK, Remotive, Himalayas + 3 more
• LinkedIn Jobs Scraper - Full Descriptions, No Login
• 💼 ATS Jobs Aggregator - Greenhouse, Lever, Ashby & More
• Upwork Jobs Scraper - Jobs with Client Details, No Login

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 <key>.

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):

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.