Hashscraper MCP
Overview
Description from the maker (original English)
Coupang top 30 and public web data bots (Naver, Instagram, Olive Young, maps, reviews) for AI agents
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
- UsageiVery new↓ 98/wk · ★ –
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: Marketing & social media
- You need to fill in: HASHSCRAPER_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:
HASHSCRAPER_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?
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": {
"hashscraper": {
"command": "npx",
"args": [
"-y",
"@hashscraper/mcp"
],
"env": {
"HASHSCRAPER_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add hashscraper --env HASHSCRAPER_API_KEY=your-value -- npx -y @hashscraper/mcpFill in the empty values before running it.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"hashscraper": {
"command": "npx",
"args": [
"-y",
"@hashscraper/mcp"
],
"env": {
"HASHSCRAPER_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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"hashscraper": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hashscraper/mcp"
],
"env": {
"HASHSCRAPER_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
- Optional. A HashScraper API key from My page -> API. Without it, use the login tool once to connect in the browser.
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 9, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account hashscraper, 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 Marketing & social mediai
- More stars than 0% of the other 3620 servers in this category
- Published to the registry more recently than 75% of the other 3620 servers in this category
- Basic checks equal to or better than 100% of the other 3620 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 Hashscraper MCP 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: HASHSCRAPER_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 (0.1.0) reached the registry 11 days 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: 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
Google Analytics MCP
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
BibiGPT YouTube Video Summarizer
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
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.
HashScraper MCP
Collect public web data from your AI agent. Ask "Summarize today's prices of the Coupang top 30 for 커피믹스" and the HashScraper MCP server fetches the daily best-seller ranking of the category — with price, reviews, delivery and detail-page columns — or runs one of 120+ ready-made data bots (Naver blog/cafe/news/shopping, Instagram, YouTube, Olive Young, Musinsa, Kurly, KREAM, Google/Kakao maps, app stores, community boards …).
- No scraper code and no browser on your side. Node.js 20+ and one line of config.
- Every account gets free credits every day (refill at midnight KST). The server uses only the daily free credits unless you tell it to use your own.
- Your API key is saved on your computer only (
~/.config/hashscraper/credentials, readable only by you) and is never shown to the agent.
Homepage: https://www.hashscraper.com/mcp?utm_source=mcp&utm_medium=github&utm_campaign=mcp_repo
Install
The server runs locally over stdio: npx -y @hashscraper/mcp.
Claude Code
claude mcp add hashscraper -- npx -y @hashscraper/mcp
Claude Desktop
Add to claude_desktop_config.json, then restart Claude Desktop:
{
"mcpServers": { "hashscraper": { "command": "npx", "args": ["-y", "@hashscraper/mcp"] } } }
Cursor
Add to ~/.cursor/mcp.json (or the project's .cursor/mcp.json):
{
"mcpServers": { "hashscraper": { "command": "npx", "args": ["-y", "@hashscraper/mcp"] } } }
Codex
Add to ~/.codex/config.toml:
[mcp_servers.hashscraper]
command = "npx" args = ["-y", "@hashscraper/mcp"]
MCP Bundle (.mcpb)
To build a one-file bundle for apps that install .mcpb files (it includes the server and its dependencies, and asks for the optional API key):
npm install && npm run pack:mcpb # -> server.mcpb
Connect once
Ask your agent to "connect HashScraper" (or just ask for some data). It calls the login tool, which returns a link and an 8-character code. Open the link, sign in (or sign up for free with Google or email), check that the code matches, and click Approve and connect. Then tell the agent you approved — it calls login again and the key is saved. You never copy or paste the key.
Prefer your own key? Create one in My page → API and set HASHSCRAPER_API_KEY in the server's environment. It is used before the saved key.
Try these prompts
- "Summarize today's prices of the Coupang top 30 for 커피믹스."
- "Which Coupang categories can you rank? Compare the top 5 of 에센스 by price."
- "Collect 50 Naver blog posts about 성수동 카페 and save them as a CSV."
- "What is the price of this Coupang product right now? https://www.coupang.com/vp/products/…"
- "How many free credits do I have left today?"
Tools
| Tool | What it does | Credits |
|---|---|---|
login | Connect your HashScraper account in the browser (two calls: link, then finish) | free |
me | Account email and today's free credits | free |
catalog | Search the built-in list of 120+ bots and their inputs | free |
run | Collect with one bot and return the rows (waits up to 55 s, then gives a dataset id) | per row, see catalog |
fetch | Get the rows of an earlier run by dataset id | free |
coupang_categories | Coupang categories with a ready daily top 30 | free |
coupang_top | Top 30 of a Coupang category with detail columns (collected once a day) | 300 per category per snapshot; fetching the same snapshot again is free |
Large results can be saved to a file with csv_path (an absolute path ending in .csv, UTF-8 with BOM so Excel reads Korean).
Free credits
- Free credits refill every day at midnight (KST). Unused credits do not carry over.
- When today's free credits run out, the tool stops and tells you when they refill. Your own credits are used only when you ask (
use_credits).
Data terms
The data is for your internal analysis only — no resale or redistribution: https://www.hashscraper.com/data-terms
Before the first command that uses credits, the server stops and shows the terms. Your agent must show them to you and may continue only after you clearly agree (accept_terms). It is asked once per account. The agent never agrees for you.
Privacy
The server collects public pages only and never asks for a site login. It talks only to the HashScraper API (https://www.hashscraper.com/v5/api). The saved key lives in ~/.config/hashscraper/credentials (owner-only) and is shared with the HashScraper Agent Skill. Delete the file to disconnect, or turn the key off in My page → API & integrations.
Need something else?
Missing site or Coupang category, daily scheduled collection, or large volumes? Email help@hashscraper.com with the site, the data you need, how much and how often — or talk to us: https://www.hashscraper.com/quotes/new?utm_source=mcp&utm_medium=github&utm_campaign=mcp_repo
License
MIT. See LICENSE.