Sold by: Bright Data
Deployed on AWS
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AWS Free Tier
Bright Data Model Context Protocol (MCP) is a powerful server solution that enables AI models, LLMs, and intelligent agents to access and interact with real-time public web data - without getting blocked or rate-limited.
With MCP, your applications can search the web, navigate websites, and extract both static and dynamic content effortlessly. Its ideal for use cases such as web scraping, data aggregation, market research, and AI training - all without the need to build or maintain complex scraping infrastructure.
4.7
Overview
Bright Data MCP is the easiest way to empower your AI agents and applications with reliable, real-time access to the open web - all while handling the complexity of scraping, unblocking, and data structuring for you.
Getting Started: Before using MCP, please ensure the following prerequisites are met: 1.Node.js is installed and up to date. 2.You have an active Bright Data account (a registration link will be provided after subscription). 3.You generated an API key with Admin permissions from your Bright Data user settings. 4.To enable browser automation features, ensure you have a Browser API zone set up. If not, you can create one in your Bright Data control panel or specify an existing one using the BROWSER_ZONE environment variable.
Highlights
- Real Time Web Access
- Bot Detection Evasion
- Structured Data Extraction
Details
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Delivery method
Integration protocol
Type
Deployed on AWS
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Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Free trial
Try this product free according to the free trial terms set by the vendor.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/month |
|---|---|---|
500 | STARTER | $500.00 |
Dimensions summary
This listing offers one contract dimension: STARTER, billed as a block of 500 units. You commit to this quantity under a contract term. Each request your AI agent makes to the server draws from your unit pool. Base tools like web search and page-to-Markdown conversion consume one unit per request, while structured web data tools consume one unit per record returned. There are no separate tiers or instance sizes to choose from. You purchase the fixed 500-unit allotment and draw down against it as your workloads run.
Top-of-mind questions for buyers
Base tools like web search and page-to-Markdown conversion cost one unit per request. Structured web data tools cost one unit per record returned. So a request that returns 50 records draws 50 units, while a single search draws one unit.
When your unit pool runs out, requests stop. You are not charged surprise fees unless you have deposited additional funds. Unused units do not roll over to a later period. Plan your purchase around expected request and record volumes.
Base tools such as web search, page scraping, and discovery draw from your unit pool. Browser control and web data API tools sit outside the default set and may incur separate usage-based charges. Check the vendor for how those tools bill against your allotment.
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Vendor refund policy
Cancel at any time. Unless otherwise specified, funds for committed periods or usage will not be refundable.
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
API-Based Agents & Tools
API-Based Agents and Tools integrate through standard web protocols. Your applications can make API calls to access agent capabilities and receive responses.
Additional details
Usage instructions
- Make sure you have an account on brightdata.com
- Get your API key from the user settings page, or from the welcome email you received
Optional: 3. Configure rate limiting:
- Set the RATE_LIMIT environment variable to control API usage
- Format: limit/time+unit (e.g., 100/1h for 100 calls per hour)
- Supported time units: seconds (s), minutes (m), hours (h)
- Examples: RATE_LIMIT=100/1h, RATE_LIMIT=50/30m, RATE_LIMIT=10/5s Rate limiting is session-based (resets when server restarts)
- Create a custom Web Unlocker zone
- By default, we create a Web Unlocker zone automatically using your API token
- For more control, you can create your own Web Unlocker zone in your control panel and specify it with the WEB_UNLOCKER_ZONE environment variable
- Create a custom Browser API zone:
- By default, we create a Browser API zone automatically using your API token.
- For more control, you can create your own Browser API zone in your control panel and specify it with the BROWSER_ZONE environment variable Other MCP Clients: To use this MCP server with other agent types, you should adapt the following to your specific software: -Before running the server, make sure the API_TOKEN=<your-token> environment variable is set -The full command to run the MCP server is npx @brightdata/mcp --> macOS / Linux (bash/zsh) export API_TOKEN=your-token npx @brightdata/mcp --> Windows (Command Prompt) set API_TOKEN=your-token npx @brightdata/mcp --> Windows (PowerShell) $env:API_TOKEN="your-token" npx @brightdata/mcp
Resources
Support
Vendor support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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Customer reviews
Anonymous
Affordable Data Access with Stellar Support
Reviewed on Aug 13, 2026
Review provided by G2
What do you like best about the product?
I really find Bright Data helpful for obtaining data in a more accessible way. The data is affordable and of high quality, which makes it ideal for my research. I also appreciate their customer service, which is very thoughtful and meets you where you are. It’s very helpful to have appropriate filters for data to ensure thorough, detailed, and accurate analyses. The ease of setup was great too, largely because their customer service team was very open and available to answering questions.
What do you dislike about the product?
While filters can be really helpful, it is sometimes difficult to effectively sort through the data and clean it. I think this is a problem for broader data handling in general, too. It would be really helpful if Bright Data could make the cleaning process easier. I've been really happy with my experience with them, but improving the data cleaning process would be great.
What problems is the product solving and how is that benefiting you?
I find Bright Data provides accessible, affordable data, making it easier to access rich and meaningful data for research without high costs.
Higher Education
Intuitive Platform with Flexible Datasets and Web Scrapers
Reviewed on Aug 11, 2026
Review provided by G2
What do you like best about the product?
The platform is very intuitive to use, while also offering different products such as ready-to-use datasets and web scrapers that allow you to build your own dataset, customized to your needs.
What do you dislike about the product?
The ready-to-use datasets could be updated more frequently, and the web scraper could offer a bit more customization—for example, letting me choose a specific start and end date. Right now, I can only select how many days back to scrape.
What problems is the product solving and how is that benefiting you?
They offer an easy way to obtain and collect many different types of data, which can be useful for marketing practitioners as well as researchers.
Steven R.
Easy Access to Current and Historical Social Media Data with Great Support
Reviewed on Aug 10, 2026
Review provided by G2
What do you like best about the product?
Bright data is one of the only ways I know to easily get access to current and historical social media data. It is also easy to use and has good customer service. The pro bono data access for academic projects is also a major plus.
What do you dislike about the product?
Sometimes its unclear how the data is collected. But I mostly am happy.
What problems is the product solving and how is that benefiting you?
Bright data is making it much easier to access current social media data, which became a big issue when Twitter/Reddit shut down their APIs.
Fred A.
Unmatched Historical Data Access and Support
Reviewed on Aug 10, 2026
Review provided by G2
What do you like best about the product?
I use Bright Data for large-scale web data collection to support my academic research. What I like most about Bright Data is its reliability and flexibility for difficult web data collection. The Web Unlocker feature has been particularly useful for recovering pages that standard requests could not access, enhancing the historical coverage of my research datasets. I appreciate the support from the Bright Data Initiative team, especially their responsiveness and understanding of the research use case beyond just providing tools. Additionally, the transparency and control over the collection process that Bright Data offers are invaluable, allowing me to retry challenging pages and differentiate between successful and failed retrievals, which simplifies auditing the data. The platform's visibility into where coverage gaps remain is critical for maintaining the reproducibility and quality of the data I collect. The initial setup was quite straightforward, with example scripts to follow, making the process smoother.
What do you dislike about the product?
One area that could be improved is the experience around historical data discovery. It's not always immediately clear which Bright Data product is best suited for accessing older content or how far back a particular dataset or scraper can reliably go. The support team, however, has been very helpful in working through these issues.
What problems is the product solving and how is that benefiting you?
Bright Data helps me overcome access and coverage gaps in historical web data, making it easier and more reliable to retrieve older news pages and improve dataset completeness for my research.
Information Services
Bright Data’s AI-Powered Scarpers, Flexible API, Smooth Onboarding, and Best-in-Class Proxy Infra
Reviewed on Jul 30, 2026
Review provided by G2
What do you like best about the product?
Great diverse proxy infrastructure with all level – from super affordable to super stable and a bit more expensive.
Very thoughtfully made API for integrations with highest level of flexibility we've seen in the market.
Great user interface that allows even non-tech users create scrapers with a little help of AI built into product.
Onboarding is super smooth thanks to how-to videos, great UX, documentation. 10/10 here – rare example in the market.
The company Is on top of all the changes in the data extraction world. We use multiple proxy infra, scarring tools simultaneously and always see how Bright Data ship features months in advance compared t other vendors.
I also appreciate the ethical approach BD has , which might be inconvenient short term but long term gives you a reliable tested data handling partner.
Very thoughtfully made API for integrations with highest level of flexibility we've seen in the market.
Great user interface that allows even non-tech users create scrapers with a little help of AI built into product.
Onboarding is super smooth thanks to how-to videos, great UX, documentation. 10/10 here – rare example in the market.
The company Is on top of all the changes in the data extraction world. We use multiple proxy infra, scarring tools simultaneously and always see how Bright Data ship features months in advance compared t other vendors.
I also appreciate the ethical approach BD has , which might be inconvenient short term but long term gives you a reliable tested data handling partner.
What do you dislike about the product?
Not sure if it's the problem of our overall data tracking architecture (yet we do use parallel-running scrapers), 3rd party platforms we extract data from, or it's the BD's side – but sometimes it takes too long to complete the job
What problems is the product solving and how is that benefiting you?
Bright Data helps us extract data from Cloud Flare - powered sites automatically, without having to babysitting workflows and do things manually. We have workflows running on the AI agent side, as well as wishing low-code automation tools (Make + n8n) and we then pull the structured dat into our database and do manipulations from there.
For some automations we also use BD's built in automated browsing capabilities to access to hardest sites and extracts data from there.
For some automations we also use BD's built in automated browsing capabilities to access to hardest sites and extracts data from there.