@extractly/mcp-server

An MCP server for Extractly. Plug it into Claude Desktop (or any MCP-aware client) and your AI assistant can:

• extract_url — read a business website and get structured data back: name, address, phone, owner emails, services, pricing
• find_leads — generate a list of businesses matching a natural-language description like "dental practices in Phoenix"

Setup (Claude Desktop)

1. Get an API key at extractly.me/api-keys. The free tier includes 50 calls/month.

2. Add this block to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "extractly": {
      "command": "npx",
      "args": ["-y", "@extractly/mcp-server"],
      "env": {
        "EXTRACTLY_API_KEY": "ext_YOUR_KEY_HERE"
      }
    }
  }
}

3. Restart Claude Desktop. You should see "extractly" appear in the tools list. Try: "What services does brightsmiledental.com offer?"

Setup (Cursor, Cline, other MCP clients)

The server speaks stdio MCP, so any client that supports stdio MCP servers will work. Command: npx -y @extractly/mcp-server. Required env: EXTRACTLY_API_KEY.

Tools

extract_url

extract_url({
  url: "https://brightsmiledental.com",
  template?: "lead-generation" | "service-catalog" | "business-contacts" | "owner-contacts"
})

Returns structured JSON with business info, owner contacts, and services. Typical latency: 2–8 seconds. One credit per call.

find_leads

find_leads({
  description: "family dental practices in Phoenix Arizona",
  count?: number,        // default 50, max varies by tier
  preview_only?: boolean // free; returns URLs only, no extraction
})

Returns a list of businesses with owner contact info. Runs as a background job — this tool polls until done (5–20 min for 50 leads). One credit per business returned. Preview mode is free.

Configuration

| Env var | Required | Default | |---|---|---| | EXTRACTLY_API_KEY | yes | — | | EXTRACTLY_API_BASE | no | https://extractly.me/api |

Source

Built and maintained at https://github.com/ranausmanai/extractly/tree/main/mcp-server. PRs welcome.

License

MIT