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Bright Data

one interface powering automated access across the public internet.

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The Web MCP

🌐 Give your AI real-time web superpowers
Seamlessly connect LLMs to the live web without getting blocked

Quick Start • Features • Pricing • Demos • Docs • Support

🎉 Free Tier Available! 🎉

5,000 requests/month FREE
_{Perfect for prototyping and everyday AI workflows}

NEW: Code Tool group - Your Coding Agent's Best Friend

Instant access to npm and PyPI package data, right from your AI agent.

Need the latest version of a package? Want to read its README without leaving your workflow?
The Code tool group gives coding agents structured, reliable package metadata on demand —
no scraping, no stale caches, just the data your agent needs to make smart dependency decisions.

npm
_{Package versions, READMEs, metadata & dependencies}

PyPI
_{Python package info, versions & project details}

GROUPS="code" · The go-to tool for Claude Code, Cursor, Windsurf & any MCP-powered coding agent

GEO & AI Brand Visibility Tools

See how ChatGPT, Grok, and Perplexity talk about your brand.

Query leading LLMs directly from your agent and get back structured, markdown-formatted answers.
The ultimate feedback loop for Generative Engine Optimization (GEO) — monitor AI-generated recommendations, track brand mentions across LLMs, and understand how AI perceives your products.

ChatGPT
_{AI-generated insights, citations & recommendations}

Grok
_{Real-time AI analysis powered by X data}

Perplexity
_{Search-augmented AI answers with sources}

GROUPS="geo" · Works with any MCP-compatible agent

🌟 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 No more outdated responses, no more "I can't access real-time information" - just seamless, reliable web access that actually works.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.

✅ Works with Any LLM
_{Claude, GPT, Gemini, Llama}

🛡️ Never Gets Blocked
_{Enterprise-grade unblocking}

🚀 5,000 Free Requests
_Monthly

⚡ Zero Config
_{Works out of the box}

🎯 Perfect For

🔍 Real-time Research - Get current prices, news, and live data
🛍️ E-commerce Intelligence - Monitor products, prices, and availability
📊 Market Analysis - Track competitors and industry trends
🤖 AI Agents - Build agents that can actually browse the web
💻 Coding Agents - Look up npm/PyPI packages, versions, and READMEs in real time
🧠 GEO & Brand Visibility - See how ChatGPT, Grok, and Perplexity perceive your brand
📝 Content Creation - Access up-to-date information for writing
🎓 Academic Research - Gather data from multiple sources efficiently

⚡ Quick Start

Use the configuration wizard:

GIF for day2

📡 Use our hosted server - No installation needed!

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:

Go to: Settings → Connectors → Add custom connector
Name: Bright Data Web
URL: https://mcp.brightdata.com/mcp?token=YOUR_API_TOKEN
Click "Add" and you're done! ✨

Run locally on your machine

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

🚀 Pricing & Modes

⚡ Rapid Mode (Free tier) 💎 Pro Mode 🔧 Custom Mode

$0/month

5,000 requests

✅ Web Search
✅ Scraping with Web unlocker
✅ AI-ranked Discover search
❌ Browser Automation
❌ Web data tools

Default Mode

Pay-as-you-go

Everything in rapid plus 60+ tools

✅ Browser Control
✅ Web Data APIs

PRO_MODE=true

Usage-based

Pick the tools you need

✅ Combine tool groups
✅ Add individual tools
❌ Overrides Pro eligibility

GROUPS="browser"
TOOLS="scrape_as_html"

💡 Note: Pro mode is not included in the free tier and incurs additional charges based on usage.

🧠 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) → GROUPS / TOOLS (whitelist) → 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.

Group ID	Description	Featured tools
`ecommerce`	Retail and marketplace datasets	`web_data_amazon_product`, `web_data_walmart_product`, `web_data_google_shopping`
`social`	Social, community, and creator insights	`web_data_linkedin_posts`, `web_data_tiktok_posts`, `web_data_youtube_videos`
`browser`	Bright Data Scraping Browser automation tools	`scraping_browser_snapshot`, `scraping_browser_click_ref`, `scraping_browser_screenshot`
`finance`	Financial intelligence datasets	`web_data_yahoo_finance_business`
`business`	Company and location intelligence datasets	`web_data_crunchbase_company`, `web_data_zoominfo_company_profile`, `web_data_zillow_properties_listing`
`research`	News and developer data feeds	`web_data_github_repository_file`, `web_data_reuter_news`
`app_stores`	App store data	`web_data_google_play_store`, `web_data_apple_app_store`
`travel`	Travel information	`web_data_booking_hotel_listings`
`geo`	GEO & LLM brand visibility	`web_data_chatgpt_ai_insights`, `web_data_grok_ai_insights`, `web_data_perplexity_ai_insights`
`code`	Package intelligence for coding agents	`web_data_npm_package`, `web_data_pypi_package`
`advanced_scraping`	Batch and AI-assisted extraction helpers	`search_engine_batch`, `scrape_batch`, `extract`

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 — 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"
      }
    }
  }
}

✨ Features

🔥 Core Capabilities

🔍 Smart Web Search Google-quality results optimized for AI	📄 Clean Markdown AI-ready content extraction
🌍 Global Access Bypass geo-restrictions automatically	🛡️ Anti-Bot Protection Never get blocked or rate-limited
🤖 Browser Automation Control real browsers remotely (Pro)	⚡ Lightning Fast Optimized for minimal latency

🎯 Example Queries That Just Work

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

🎬 Demos

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

View Demo Videos

Basic Web Search Demo

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

Advanced Scraping Demo

https://github.com/user-attachments/assets/61ab0bee-fdfa-4d50-b0de-5fab96b4b91d

📺 More tutorials on YouTube →

🔧 Available Tools

⚡ Rapid Mode Tools (Default - Free)

Tool	Description	Use Case
🔍 `search_engine`	Web search with AI-optimized results	Research, fact-checking, current events
📄 `scrape_as_markdown`	Convert any webpage to clean markdown	Content extraction, documentation
🎯 `discover`	AI-ranked web search with intent-based relevance scoring	Deep research, RAG pipelines, competitive analysis

💎 Pro Mode Tools (60+ Tools)

Click to see all Pro tools

Category	Tools	Description
Browser Control	`scraping_browser.*`	Full browser automation
Web Data APIs	`web_data_*`	Structured data extraction
E-commerce	Product scrapers	Amazon, eBay, Walmart data
Social Media	Social scrapers	Twitter, LinkedIn, Instagram
Maps & Local	Location tools	Google Maps, business data

📚 View complete tool documentation →

🎮 Try It Now!

🧪 Online Playground

Try the Web MCP without any setup:

🔧 Configuration

Basic Setup

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

Advanced Configuration

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "your-token-here",
        "PRO_MODE": "true",              // Enable all 60+ tools
        "RATE_LIMIT": "100/1h",          // Custom rate limiting
        "WEB_UNLOCKER_ZONE": "custom",   // Custom unlocker zone
        "BROWSER_ZONE": "custom_browser", // Custom browser zone
        "POLLING_TIMEOUT": "600"         // Polling timeout in seconds (default: 600)
      }
    }
  }
}

Environment Variables

Variable	Description	Default	Example
`API_TOKEN`	Your Bright Data API token (required)	-	`your-token-here`
`PRO_MODE`	Enable all 60+ tools	`false`	`true`
`RATE_LIMIT`	Custom rate limiting	unlimited	`100/1h`, `50/30m`
`WEB_UNLOCKER_ZONE`	Custom Web Unlocker zone name	`mcp_unlocker`	`my_custom_zone`
`BROWSER_ZONE`	Custom Browser zone name	`mcp_browser`	`my_browser_zone`
`POLLING_TIMEOUT`	Timeout for web_data_* tools polling (seconds)	`600`	`300`, `1200`
`BASE_TIMEOUT`	Request timeout for base tools in seconds (search & scrape)	No limit	`60`, `120`
`BASE_MAX_RETRIES`	Max retries for base tools on transient errors (0-3)	`0`	`1`, `3`
`GROUPS`	Comma-separated tool group IDs	-	`ecommerce,browser`
`TOOLS`	Comma-separated individual tool names	-	`extract,scrape_as_html`

Notes:

POLLING_TIMEOUT controls how long web_data_* tools wait for results. Each second = 1 polling attempt.
Lower values (e.g., 300) will fail faster on slow data collections.
Higher values (e.g., 1200) allow more time for complex scraping tasks.

📚 Documentation

🚨 Common Issues & Solutions

🔧 Troubleshooting Guide

❌ "spawn npx ENOENT" Error

Solution: Install Node.js or use the full path to node:

"command": "/usr/local/bin/node"  // macOS/Linux
"command": "C:\\Program Files\\nodejs\\node.exe"  // Windows

⏱️ Timeouts on Complex Sites

Solution: Increase timeout in your client settings to 180s

🔑 Authentication Issues

Solution: Ensure your API token is valid and has proper permissions

📡 Remote Server Connection

Solution: Check your internet connection and firewall settings

More troubleshooting →

🤝 Contributing

We love contributions! Here's how you can help:

🐛 Report bugs
💡 Suggest features
🔧 Submit PRs
⭐ Star this repo!

Please follow Bright Data's coding standards.

📞 Support

🐛 GitHub Issues
_{Report bugs & features}

📚 Documentation
_{Complete guides}

✉️ Email
_{support@brightdata.com}

📜 License

Built with ❤️ by

_{The world's #1 web data platform}

⭐ Star us on GitHub • Read our Blog