ScrapeLads MCP Server

A remote Model Context Protocol server that gives AI assistants access to three social-data extractors, backed by Apify actors.

Endpoint: https://scrapelads.com/mcp · Streamable HTTP · stateless

Tools

Related MCP server: social-data-mcp

Connect

Claude Desktop (claude_desktop_config.json) and Cursor (.cursor/mcp.json):

{
  "mcpServers": {
    "scrapelads": {
      "url": "https://scrapelads.com/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_APIFY_TOKEN"
      }
    }
  }
}

Any MCP client that supports remote HTTP servers works the same way.

Authentication

You bring your own Apify API token, sent as Authorization: Bearer <token>. It is read from the request, forwarded to the actor API for that single call, and never stored.

Calls without a token return a message asking for one — there is no fallback to the operator's account.

Usage is billed to your Apify account at the actors' published per-result prices, against whatever plan or free credit that account has.

Protocol

JSON-RPC 2.0 over Streamable HTTP. Supported methods: initialize, ping, tools/list, tools/call. Notifications (messages without an id) receive 202 with an empty body. The server issues no session id, so every POST is independent and it runs fine behind any serverless host or proxy. CORS is open, so browser-based clients can call it too.

curl -s -X POST https://scrapelads.com/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Source

src/mcp.js is the complete server: request handling, tool schemas, the actor calls and error handling, in about 300 lines with no dependencies. It runs as a Cloudflare Worker route in front of a static site, but nothing in it is Cloudflare-specific beyond the env.ASSETS binding used for serving the site itself.

Links

• Product page: https://scrapelads.com/mcp-server/

• Actors: https://apify.com/scrape-lads

• Registry: com.scrapelads/scrapelads on the official MCP registry

License

MIT — see LICENSE. Security notes in SECURITY.md.