LlamaIndex integration

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Hosted MCP

Get your API token

Go to Bright Data user settings
Copy your API token (it looks like: 2dceb1aa0***************************)

Install LlamaIndex MCP Toolkit

pip install llama-index-tools-mcp

Configure your MCP server

import asyncio
from llama_index.tools.mcp import BasicMCPClient

async def main():
    http_client = BasicMCPClient("https://mcp.brightdata.com/mcp?token=<API_TOKEN>")

    # List tools
    tools = await http_client.list_tools()
    print("Tools:", tools)

    # Call a tool
    result = await http_client.call_tool("scrape_as_markdown", {"url":"https://docs.llamaindex.ai/en/stable/examples/tools/mcp/"})
    print("Result:", result)

asyncio.run(main())

Test it works

Run your LlamaIndex script with the manual tool calling
You should see the requested URL in markdown

Monitor usage

View your API usage at My Zones in your Bright Data dashboard
Your free tier includes 5,000 requests per month

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Building an AI startup?

Hosted MCP

Building an AI startup?

​Hosted MCP

Hosted MCP