Data

Bright Data

Access real-time web data for market research, bypassing restrictions and bot detection.

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Mind the Product take

Bright Data is the enterprise-grade option for web data collection, and this MCP server brings that capability to your AI agent. When Firecrawl gets blocked or you need data from sites with aggressive bot protection, Bright Data's residential proxy network gets through. For product builders doing competitive intelligence at scale - monitoring pricing across dozens of competitors, tracking market trends, or gathering industry benchmarking data - this is the heavy artillery.

How product builders use Bright Data

  • 1Gather competitive pricing data from sites with bot protection
  • 2Monitor competitor product pages for feature and positioning changes
  • 3Collect market research data at scale from multiple sources
  • 4Track industry benchmarking data across regions and markets
  • 5Build comprehensive competitive intelligence reports automatically
web-dataresearchscraping

Getting started

From the official Bright Data README

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๐ŸŒŸ Overview

The Web MCP is your gateway to giving AI assistants true web capabilities. No more outdated responses, no more "I can't access real-time information" - just seamless, reliable web access that actually works.

Built by Bright Data, the world's #1 web data platform, this MCP server ensures your AI never gets blocked, rate-limited, or served CAPTCHAs.


๐ŸŽฏ Perfect For

  • ๐Ÿ” Real-time Research - Get current prices, news, and live data
  • ๐Ÿ›๏ธ E-commerce Intelligence - Monitor products, prices, and availability
  • ๐Ÿ“Š Market Analysis - Track competitors and industry trends
  • ๐Ÿค– AI Agents - Build agents that can actually browse the web
  • ๐Ÿ’ป Coding Agents - Look up npm/PyPI packages, versions, and READMEs in real time
  • ๐Ÿง  GEO & Brand Visibility - See how ChatGPT, Grok, and Perplexity perceive your brand
  • ๐Ÿ“ Content Creation - Access up-to-date information for writing
  • ๐ŸŽ“ Academic Research - Gather data from multiple sources efficiently

โšก Quick Start

Use the configuration wizard:

<summary><b>๐Ÿ“ก Use our hosted server - No installation needed!</b></summary>

Perfect for users who want zero setup. Just add this URL to your MCP client:

https://mcp.brightdata.com/mcp?token=YOUR_API_TOKEN_HERE

Setup in Claude Desktop:

  1. Go to: Settings โ†’ Connectors โ†’ Add custom connector
  2. Name: Bright Data Web
  3. URL: https://mcp.brightdata.com/mcp?token=YOUR_API_TOKEN
  4. Click "Add" and you're done! โœจ
<summary><b>Run locally on your machine</b></summary>
{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "<your-api-token-here>"
      }
    }
  }
}

๐Ÿš€ Pricing & Modes

๐Ÿ’ก How the free tier works: Your account gets 5,000 credits/month (~$7.50 value), auto-renewed on the 1st with no credit card required. MCP requests draw from this shared pool โ€” base tools (search_engine, scrape_as_markdown, discover) cost 1 credit per request, while web_data_* tools cost 1 credit per record returned. Unused credits don't roll over, and when they run out requests stop (no surprise charges unless you've deposited funds). Pro mode is not included in the free tier and incurs additional charges based on usage.


๐Ÿง  Advanced Tool Selection

  • GROUPS lets you enable curated tool bundles. Use comma-separated group IDs such as ecommerce,browser.
  • TOOLS adds explicit tool names on top of the selected groups.
  • Mode priority: PRO_MODE=true (all tools) โ†’ GROUPS / TOOLS (whitelist) โ†’ default rapid mode (base toolkit).
  • Base tools always enabled: search_engine, search_engine_batch, scrape_as_markdown, scrape_batch, discover.
  • Group ID custom is reserved; use TOOLS for bespoke picks.
<table> <tr> <th align="left">Group ID</th> <th align="left">Description</th> <th align="left">Featured tools</th> </tr> <tr> <td><code>ecommerce</code></td> <td>Retail and marketplace datasets</td> <td><code>web_data_amazon_product</code>, <code>web_data_walmart_product</code>, <code>web_data_google_shopping</code></td> </tr> <tr> <td><code>social</code></td> <td>Social, community, and creator insights</td> <td><code>web_data_linkedin_posts</code>, <code>web_data_tiktok_posts</code>, <code>web_data_youtube_videos</code></td> </tr> <tr> <td><code>browser</code></td> <td>Bright Data Scraping Browser automation tools</td> <td><code>scraping_browser_snapshot</code>, <code>scraping_browser_click_ref</code>, <code>scraping_browser_screenshot</code></td> </tr> <tr> <td><code>finance</code></td> <td>Financial intelligence datasets</td> <td><code>web_data_yahoo_finance_business</code></td> </tr> <tr> <td><code>business</code></td> <td>Company and location intelligence datasets</td> <td><code>web_data_crunchbase_company</code>, <code>web_data_zoominfo_company_profile</code>, <code>web_data_zillow_properties_listing</code></td> </tr> <tr> <td><code>research</code></td> <td>News and developer data feeds</td> <td><code>web_data_github_repository_file</code>, <code>web_data_reuter_news</code></td> </tr> <tr> <td><code>app_stores</code></td> <td>App store data</td> <td><code>web_data_google_play_store</code>, <code>web_data_apple_app_store</code></td> </tr> <tr> <td><code>travel</code></td> <td>Travel information</td> <td><code>web_data_booking_hotel_listings</code></td> </tr> <tr> <td><code>geo</code></td> <td>GEO &amp; LLM brand visibility</td> <td><code>web_data_chatgpt_ai_insights</code>, <code>web_data_grok_ai_insights</code>, <code>web_data_perplexity_ai_insights</code></td> </tr> <tr> <td><code>code</code></td> <td>Package intelligence for coding agents</td> <td><code>web_data_npm_package</code>, <code>web_data_pypi_package</code></td> </tr> <tr> <td><code>advanced_scraping</code></td> <td>Batch and AI-assisted extraction helpers</td> <td><code>search_engine_batch</code>, <code>scrape_batch</code>, <code>extract</code></td> </tr> </table>

Claude Desktop example

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "<your-api-token-here>",
        "GROUPS": "browser,advanced_scraping",
        "TOOLS": "extract"
      }
    }
  }
}

Coding agent example (Claude Code / Cursor / Windsurf)

Give your coding agent real-time package intelligence โ€” latest versions, READMEs, dependencies, and metadata from npm and PyPI without scraping:

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "<your-api-token-here>",
        "GROUPS": "code"
      }
    }
  }
}

๐Ÿ”ฅ Core Capabilities

<table> <tr> <td>๐Ÿ” <b>Smart Web Search</b><br/>Google-quality results optimized for AI</td> <td>๐Ÿ“„ <b>Clean Markdown</b><br/>AI-ready content extraction</td> </tr> <tr> <td>๐ŸŒ <b>Global Access</b><br/>Bypass geo-restrictions automatically</td> <td>๐Ÿ›ก๏ธ <b>Anti-Bot Protection</b><br/>Never get blocked or rate-limited</td> </tr> <tr> <td>๐Ÿค– <b>Browser Automation</b><br/>Control real browsers remotely (Pro)</td> <td>โšก <b>Lightning Fast</b><br/>Optimized for minimal latency</td> </tr> </table>

๐ŸŽฏ Example Queries That Just Work

โœ… "What's Tesla's current stock price?"
โœ… "Find the best-rated restaurants in Tokyo right now"
โœ… "Get today's weather forecast for New York"
โœ… "What movies are releasing this week?"
โœ… "What are the trending topics on Twitter today?"
โœ… "What's the latest version of express on npm?"
โœ… "Get the README for the langchain-brightdata PyPI package"

๐ŸŽฌ Demos

Note: These videos show earlier versions. New demos coming soon! ๐ŸŽฅ

<details> <summary><b>View Demo Videos</b></summary>

Basic Web Search Demo

https://github.com/user-attachments/assets/59f6ebba-801a-49ab-8278-1b2120912e33

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