Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Reddit posts, comments, keyword search and historical archives as tools. Runs on Apify.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
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 reddit-data 'https://mcp.apify.com/?tools=benthepythondev/reddit-scraper,benthepythondev/reddit-search-scraper,benthepythondev/reddit-comments-scraper,benthepythondev/reddit-archive-scraper' --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"reddit-data": {
"url": "https://mcp.apify.com/?tools=benthepythondev/reddit-scraper,benthepythondev/reddit-search-scraper,benthepythondev/reddit-comments-scraper,benthepythondev/reddit-archive-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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"reddit-data": {
"type": "http",
"url": "https://mcp.apify.com/?tools=benthepythondev/reddit-scraper,benthepythondev/reddit-search-scraper,benthepythondev/reddit-comments-scraper,benthepythondev/reddit-archive-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.
Authorization secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 7, 2026
The registry name was verified with the GitHub account benthepythondev00, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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.
You need to fill in: Authorization
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.
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 10 days ago.
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.
In the same category: Context7, Codebase Memory, Exa
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
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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.
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.
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 .
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.
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
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
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
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_...).
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.
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 .
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 | 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.
Competitor ads from the Meta, Google and LinkedIn ad libraries plus ads.txt sellers. No login.
https://ad-library-intelligence.mcpize.run/mcp
Government open-data search, crypto prices, Fear & Greed, Bitcoin stats, FX rates, startups.
https://business-open-data-crypto.mcpize.run/mcp
Open an issue here, or on the page of the scraper in the Apify Store.