Allows AI agents to collect public web data from Coupang, Naver, Instagram, and over 120 other platforms using ready-made data bots.
Also known as hashscraper/mcp, @hashscraper/mcp
- Stars
- 0
- Tools
- 6
- Downloads, 30 days
- 576
- Latest version
- 0.1.0
- Last commit
- Oct 29, 2026
- License
- MIT
What is HashScraper MCP?
HashScraper allows AI agents to collect public web data from Coupang, Naver, Instagram, and over 120 other platforms using ready-made data bots. It exposes 6 tools, such as login, catalog, run.
Summary generated from the project's README
About HashScraper MCP server
HashScraper MCP enables AI agents to gather public web data from over 120 platforms including Coupang, Naver, Instagram, and YouTube. It functions as a local server via stdio, making it compatible with clients like Claude Desktop, Cursor, and Claude Code. Users can run the server using npx without needing to manage their own scraper code or browser instances.
Data collection is handled through ready-made bots that provide structured information such as prices, reviews, and delivery details. The system operates on a credit model where accounts receive free credits that refill every day at midnight KST. While the server uses these free credits by default, users can provide their own API key via the HASHSCRAPER_API_KEY environment variable.
Security is managed by saving credentials locally in a protected directory that is only readable by the user. The connection process uses a login tool that directs users to a browser for authentication, ensuring the agent never sees the actual API key. The server is designed for internal analysis and requires users to explicitly accept data terms through the agent before proceeding with credit-consuming tasks.
What you can do with it
- 1Analyze Coupang product rankingsAsk your agent to summarize the current top 30 products in a specific Coupang category including prices and reviews.
- 2Extract social media contentRequest the collection of specific blog posts from Naver and save the results directly to a CSV file.
- 3Monitor daily credit balanceCheck how many free credits remain in your account for the current day.
- 4Discover available data botsSearch through the extensive list of over 120 available bots to see what data can be collected.
Written from the project's README. Every use case is checked against a quote from it.
How to install HashScraper MCP
Formats verified 10 Nov 2026Add to CursorAdd to GooseInstall HashScraper MCP in Claude Code
$ claude mcp add --env 'HASHSCRAPER_API_KEY=<YOUR_HASHSCRAPER_API_KEY>' mcp -- npx -y @hashscraper/mcpInstall HashScraper MCP in Cursor
~/.cursor/mcp.json
{
"mcpServers": {
"mcp": {
"command": "npx",
"args": [
"-y",
"@hashscraper/mcp"
],
"env": {
"HASHSCRAPER_API_KEY": "<YOUR_HASHSCRAPER_API_KEY>"
}
}
}
}Install HashScraper MCP in VS Code
.vscode/mcp.json
{
"servers": {
"mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hashscraper/mcp"
],
"env": {
"HASHSCRAPER_API_KEY": "<YOUR_HASHSCRAPER_API_KEY>"
}
}
}
}Install HashScraper MCP in VS Code CLI
$ code --add-mcp '{"name":"mcp","type":"stdio","command":"npx","args":["-y","@hashscraper/mcp"],"env":{"HASHSCRAPER_API_KEY":"<YOUR_HASHSCRAPER_API_KEY>"}}'Install HashScraper MCP in Claude Desktop
claude_desktop_config.json
{
"mcpServers": {
"mcp": {
"command": "npx",
"args": [
"-y",
"@hashscraper/mcp"
],
"env": {
"HASHSCRAPER_API_KEY": "<YOUR_HASHSCRAPER_API_KEY>"
}
}
}
}Install HashScraper MCP in Codex
$ codex mcp add mcp --env 'HASHSCRAPER_API_KEY=<YOUR_HASHSCRAPER_API_KEY>' -- npx -y @hashscraper/mcpInstall HashScraper MCP in Codex config.toml
~/.codex/config.toml
[mcp_servers.mcp] command = "npx" args = ["-y", "@hashscraper/mcp"] [mcp_servers.mcp.env] HASHSCRAPER_API_KEY = "<YOUR_HASHSCRAPER_API_KEY>"
Install HashScraper MCP in Gemini CLI
$ gemini mcp add -s user -e 'HASHSCRAPER_API_KEY=<YOUR_HASHSCRAPER_API_KEY>' mcp npx -- -y @hashscraper/mcpInstall HashScraper MCP in Gemini settings.json
~/.gemini/settings.json
{
"mcpServers": {
"mcp": {
"command": "npx",
"args": [
"-y",
"@hashscraper/mcp"
],
"env": {
"HASHSCRAPER_API_KEY": "<YOUR_HASHSCRAPER_API_KEY>"
}
}
}
}HashScraper MCP tools 6
Detected from the READMElogincatalogrunfetchcoupang_categoriescoupang_top
| login | — | |
| catalog | — | |
| run | — | |
| fetch | — | |
| coupang_categories | — | |
| coupang_top | — |
Configuration
HASHSCRAPER_API_KEYSecretOptional. A HashScraper API key from My page -> API. Without it, use the login tool once to connect in the browser.
| Name | Description | |
|---|---|---|
| HASHSCRAPER_API_KEY | Optional. A HashScraper API key from My page -> API. Without it, use the login tool once to connect in the browser. | Secret |
Automated checks
Ran Nov 13, 2026Full report →Passed our automated checks. That is not a security audit: read the code and give the server the narrowest access it needs. How checks work
- Source repository linked and reachablePass
- Open source license (OSI)Pass
- Commit or release in the last yearPass
- Package name not close to a popular packagePass
- Remote endpoint uses HTTPSNot checked
- Destructive tools are labelledPass
- No hidden instructions to the modelPass
- No critical advisory in the package or its dependenciesPass
README
View on GitHubHashScraper 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.
HashScraper MCP questions
How do I add HashScraper MCP to Claude Code?
Run claude mcp add --env 'HASHSCRAPER_API_KEY=<YOUR_HASHSCRAPER_API_KEY>' mcp -- npx -y @hashscraper/mcp in your terminal. Add --scope user to make it available in every project.
How do I add HashScraper MCP to Cursor?
Open ~/.cursor/mcp.json and add the server under mcpServers, using the Cursor config shown in the install section above.
What tools does HashScraper MCP provide?
It exposes 6 tools, including login, catalog, run, fetch, coupang_categories.
How much does it cost to use?
Every account receives free credits every day that refill at midnight KST. You can also use your own API key if you prefer.
How do I connect my account?
You can connect by asking your agent to 'connect HashScraper', which triggers a login tool that provides a link and an 8-character code for browser authentication.
Can I save the collected data to a file?
Yes, large results can be saved to a CSV file using an absolute path.