Data Gleaner MCP server

Data Gleaner MCP server

Ten web data tools for AI agents, served as one remote MCP server: website contact details, Google Hotels prices, Weibo posts, Bilibili videos and comments, sitemap URLs, YouTube channel emails, app developer emails, company team pages, Shopify agency contacts and researcher emails. You pay per result returned, nothing to install and nothing to host.

The tools are Data Gleaner Actors on Apify, served through Apify's official hosted MCP server at mcp.apify.com. This repository holds the connection configs and the registry metadata; there is no code to run.

Connect

One URL exposes only the Data Gleaner tools:

https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/google-hotels-scraper,datagleaner/weibo-scraper,datagleaner/bilibili-scraper,datagleaner/sitemap-extractor,datagleaner/youtube-channel-contacts,datagleaner/app-developer-email-finder,datagleaner/team-page-contacts,datagleaner/shopify-partner-contacts,datagleaner/researcher-email-finder

Two ways to sign in:

• OAuth (recommended). Paste the URL alone. Your client opens an Apify sign-in on first use; a free Apify account works.
• API token. Send the header Authorization: Bearer <APIFY_TOKEN>, with a token from console.apify.com/settings/integrations.

Runs are billed to your own Apify account at the prices below. Apify's free plan includes monthly usage credit, which covers a first test.

Want only one tool? Keep just that Actor in the tools= list, for example https://mcp.apify.com/?tools=datagleaner/google-hotels-scraper.

Claude Code

claude mcp add --transport http data-gleaner "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/google-hotels-scraper,datagleaner/weibo-scraper,datagleaner/bilibili-scraper,datagleaner/sitemap-extractor,datagleaner/youtube-channel-contacts,datagleaner/app-developer-email-finder,datagleaner/team-page-contacts,datagleaner/shopify-partner-contacts,datagleaner/researcher-email-finder"

With a token instead of OAuth, add --header "Authorization: Bearer $APIFY_TOKEN".

Claude Desktop and Claude.ai

Settings, Connectors, Add custom connector: name it Data Gleaner and paste the URL. Claude opens the Apify sign-in.

To use a token instead, put this in claude_desktop_config.json (it runs the mcp-remote bridge, so Node.js must be installed; the header is written without a space after the colon because Claude Desktop on Windows splits arguments at spaces):

{
  "mcpServers": {
    "data-gleaner": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/google-hotels-scraper,datagleaner/weibo-scraper,datagleaner/bilibili-scraper,datagleaner/sitemap-extractor,datagleaner/youtube-channel-contacts,datagleaner/app-developer-email-finder,datagleaner/team-page-contacts,datagleaner/shopify-partner-contacts,datagleaner/researcher-email-finder",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": { "AUTH_HEADER": "Bearer <your Apify API token>" }
    }
  }
}

Cursor

~/.cursor/mcp.json (or .cursor/mcp.json in a project):

{
  "mcpServers": {
    "data-gleaner": {
      "url": "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/google-hotels-scraper,datagleaner/weibo-scraper,datagleaner/bilibili-scraper,datagleaner/sitemap-extractor,datagleaner/youtube-channel-contacts,datagleaner/app-developer-email-finder,datagleaner/team-page-contacts,datagleaner/shopify-partner-contacts,datagleaner/researcher-email-finder"
    }
  }
}

For a token instead of OAuth, add "headers": { "Authorization": "Bearer ${env:APIFY_TOKEN}" } next to url.

VS Code

.vscode/mcp.json:

{
  "servers": {
    "data-gleaner": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=datagleaner/website-contact-details-scraper,datagleaner/google-hotels-scraper,datagleaner/weibo-scraper,datagleaner/bilibili-scraper,datagleaner/sitemap-extractor,datagleaner/youtube-channel-contacts,datagleaner/app-developer-email-finder,datagleaner/team-page-contacts,datagleaner/shopify-partner-contacts,datagleaner/researcher-email-finder",
      "headers": { "Authorization": "Bearer ${input:apify-token}" }
    }
  },
  "inputs": [
    { "type": "promptString", "id": "apify-token", "description": "Apify API token", "password": true }
  ]
}

Drop the headers and inputs blocks to use OAuth.

Other clients

Any client that speaks Streamable HTTP takes the same URL: Windsurf, Cline, ChatGPT connectors, n8n, LangChain, the OpenAI and Anthropic APIs' remote MCP options.

Tools

Each Actor is one tool, named like datagleaner--google-hotels-scraper. Apify's server also adds its helper tools for reading results (get-actor-run, get-dataset-items, get-key-value-store-record, abort-actor-run). None of the ten needs a login to the target site, and all charge only for results returned.

Each Actor also runs with no input, returning a small built-in example of at most five results, so an agent can see the output shape for a few cents at most.

What an agent can ask

• "Find the contact email and phone for these 50 company domains."
• "What do hotels in Shinjuku cost for 12 to 14 November, and which booking site is cheapest for each?"
• "Pull the last 200 Weibo posts mentioning Xiaomi SU7 with their engagement."
• "Get the top Bilibili videos for 原神 and their comments."
• "List every blog URL in stripe.com's sitemaps with its last-modified date."

Files

• server.json: the entry for the official MCP Registry (io.github.datagleaner/data-gleaner-mcp).
• glama.json: maintainer claim for .
• llms-install.md: setup steps for agents such as Cline that install servers from a README.

Support

Open an issue here, or use the Issues tab on any Actor's Apify Store page. Data Gleaner is an independent Apify Store developer; Apify runs the MCP server and the billing.

License

MIT