HashScraper MCP server

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

1. "Summarize today's prices of the Coupang top 30 for 커피믹스."
2. "Which Coupang categories can you rank? Compare the top 5 of 에센스 by price."
3. "Collect 50 Naver blog posts about 성수동 카페 and save them as a CSV."
4. "What is the price of this Coupang product right now? https://www.coupang.com/vp/products/…"
5. "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.