ScrapeWise MCP Server

ScrapeWise MCP Server

ScrapeWise turns any website into clean, matched, AI-ready product data.

ScrapeWise runs a hosted Model Context Protocol server. Pointyour MCP client at one address and add your API key. Your agent can then read product and pricedata from any shop or from Amazon, find local businesses, search Google and Amazon, fetch web pages,read the rows saved in your account and, with a Full key, build and run scrapers.

After the one-click install, replace YOUR_SCRAPEWISE_API_KEY with your own key.

• Endpoint: https://mcp.scrapewise.ai/mcp
• Transport: Streamable HTTP
• Auth: Authorization: Bearer <your API key>
• Registry name: ai.scrapewise/scrapewise (official MCP registry)
• Docs: scrapewise.ai/mcp

This repository holds the connection manifest and the per-client config for that server. Theserver itself is hosted, so there is nothing here to install or run.

Get an API key

Sign up at scrapewise.ai, then go to Settings > API Keys. Pricing ispay-as-you-go.

Your key decides what your agent can do. There is one address for every key.

• Read key (LLM_READ) can read your groups, scrapers, runs and saved rows, preview changes,and clean rows you already have. It cannot spend credits or change anything.
• Full key (LLM_FULL) can also run the paid data tools and build, run and change scrapers.

Connect

Replace YOUR_SCRAPEWISE_API_KEY in every snippet below.

Claude Code

claude mcp add scrapewise --transport http https://mcp.scrapewise.ai/mcp \
  --header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'

Claude Desktop

claude_desktop_config.json:

{
  "mcpServers": {
    "scrapewise": {
      "url": "https://mcp.scrapewise.ai/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
      }
    }
  }
}

Cursor

Use the Add to Cursor button above, or put the same block in ~/.cursor/mcp.json:

{
  "mcpServers": {
    "scrapewise": {
      "url": "https://mcp.scrapewise.ai/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
      }
    }
  }
}

VS Code

Use the Add to VS Code button above, or open the Command Palette, runMCP: Open User Configuration and add:

{
  "servers": {
    "scrapewise": {
      "type": "http",
      "url": "https://mcp.scrapewise.ai/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
      }
    }
  }
}

VS Code uses servers, not mcpServers, and needs "type": "http". If either is wrong, VS Codeskips the entry without an error.

Gemini CLI

gemini mcp add --transport http scrapewise https://mcp.scrapewise.ai/mcp \
  --header "Authorization: Bearer YOUR_SCRAPEWISE_API_KEY"

Or install this repository as an extension. It asks for your key and keeps it out of the config file:

gemini extensions install https://github.com/BEBOTECH-OU/scrapewise-mcp

LM Studio

Open Program > Edit mcp.json and add:

{
  "mcpServers": {
    "scrapewise": {
      "url": "https://mcp.scrapewise.ai/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
      }
    }
  }
}

Any other client

Any client that speaks Streamable HTTP works. Give it the endpoint, the Authorization header andthe name scrapewise.

What your agent can do

Every paid tool states its price and takes quote_only: true, which returns the price and yourwallet balance without spending anything.

Tools

The server sends its own tool list when you connect, so that list is always right. On 9 November2026 a Read key saw 48 tools and a Full key saw 114.

Data tools (Full key): get_product_data · get_amazon_product · find_local_businesses ·amazon_seller_leads · idealo_offers · google_search · search_amazon · google_trends ·fetch_page · cancel_job

Free tools (both keys): clean_product_data · get_results and every scrapewise_get_*,scrapewise_list_*, scrapewise_search_* and scrapewise_preview_* tool.

Setup tools (Full key): every scrapewise_create_*, scrapewise_update_*, scrapewise_run_*,scrapewise_stop_*, scrapewise_cancel_* and scrapewise_delete_* tool. Each delete has a_preview tool that shows what would go, without deleting anything.

Full documentation: docs.scrapewise.ai.

Manifest

server.json is a mirror. The authority ishttps://scrapewise.ai/server.json, which is served from theScrapeWise site repo and checked by its test suite. If the two ever disagree, the hosted one isright.

Namespace ownership for ai.scrapewise/* is proved by the Ed25519 public key published athttps://scrapewise.ai/.well-known/mcp-registry-auth.

Support

• Docs: docs.scrapewise.ai
• Email: [email protected]

Licence

MIT, see LICENSE. Covers this repository's contents only, not the hosted service.