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.
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.
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 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.
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
What counts as one unit when my AI agent calls the server?
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.
What happens when I use up all 500 units?
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.
Are browser automation and structured data tools included in this unit pool?
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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Cancel at any time. Unless otherwise specified, funds for committed periods or usage will not be refundable.
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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).
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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
MCP
API
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
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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Bright Data: Research-Friendly Data Collection with Excellent Support
Reviewed on Nov 08, 2026
Review provided by G2
What do you like best about the product?
As an academic researcher working on political communication and social media, I particularly appreciate Bright Data's approach to supporting research that requires access to large-scale digital data. The company offers a valuable combination of data collection tools and attention to the specific needs of researchers.
What I value most is the opportunity to discuss our research requirements with a team that understands the challenges involved in collecting social media data. This kind of support is especially important for academic projects, where data requirements can be complex and highly specific.
What do you dislike about the product?
I have no concerns to highlight at this stage.
What problems is the product solving and how is that benefiting you?
My research examines political communication and public discourse over different social media platforms. Such projects require access to substantial amounts of publicly available data, which can be difficult to obtain.
Bright Data offers tools and resources that can help researchers address these challenges and pursue research questions that would otherwise be difficult to investigate. This is particularly valuable for academic research involving large-scale social media data.
Zok c.
Rich ISP resources, fast customer service response, easy to use but KYC threshold needs to be relaxed
Reviewed on Nov 02, 2026
Review provided by G2
What do you like best about the product?
I think Bright Data has a lot of resources and can provide ISP solutions, which is valuable to me. Customer service responds quickly. It's easy to set up and doesn't require installation.
What do you dislike about the product?
I don't think there's anything particularly undesirable, I just hope that ordinary users can also use it without KYC.
What problems is the product solving and how is that benefiting you?
I need to purchase ISP, and Bright Data provided me with an ISP solution.
Victor D.
Reliable, Consistent Web Scraping Across Social Platforms with Great Support
Reviewed on Oct 26, 2026
Review provided by G2
What do you like best about the product?
We run Huntit, a social content intelligence platform for marketing agencies and brand teams, and we use Bright Data’s Web Scraper API to collect public posts and profile data from TikTok, Instagram, YouTube, and Facebook (with more platforms coming soon). What I value most is being able to rely on a single provider across all of them, using the same trigger-and-deliver pattern each time. That consistency means our automation layer (n8n) can talk to Bright Data in the same way regardless of the platform.
The billing model is the second big win. Bright Data doesn’t charge for results it can’t deliver, so we’re paying for data rather than for attempts. In our experience, it’s also the most reliable system for filtering social posts and returning exactly the posts from the time window we request, consistently across every platform.
The platform itself is easy to work with. Creating, tuning, and adjusting a collection is straightforward, and the output comes back as structured, consistent JSON that maps into our database with very little cleanup.
Support has been another real strength. They respond quickly, and whenever we’ve raised an issue, they’ve put in the effort to get it resolved.
What do you dislike about the product?
Honestly, very little. If anything, error messages could be a bit more explicit when a collection fails on the platform's side, but their support has always helped us sort it out quickly.
What problems is the product solving and how is that benefiting you?
Social platforms change constantly, and keeping our own scrapers working reliably across all of them would require a dedicated engineering team we simply don’t have.
Bright Data takes that entire layer off our hands: we request the data we need, and it comes back clean, structured, and ready to use.
The biggest benefit for us is focus. Our time goes into the product our customers pay for, rather than into patching scrapers every time a platform updates.
It also enables a lean team to deliver dependable, multi-platform tracking to agencies and in-house brand teams—something that would otherwise take many more people to maintain and run day to day.
Computer & Network Security
Bright Data: Premium Choice for Enterprise-Grade Workflows
Reviewed on Oct 13, 2026
Review provided by G2
What do you like best about the product?
Our cybersecurity firm has been using Bright Data for several years. We started with a relatively small amount of traffic, but our usage has since grown considerably, and we now consume a substantial volume on a daily basis. We also work with several other proxy providers, which gives us a useful basis for comparison, and Bright Data has consistently stood out as the strongest overall provider in our experience, even though its pricing is somewhat higher.
Network resilience serves as our primary imperative. Given our traffic volume and business nature, a low failure rate is essential, and Bright Data supplies unwavering infrastructure with negligible failure rates. We also place significant value on the persistence of the IP addresses we receive. Unexpected IP changes can interfere with our workflows and require adjustments on our end, so advance notice of any changes is particularly important. Bright Data has proactively communicated such changes ahead of time, giving us the opportunity to prepare rather than react to unexpected changes in the environment. That level of predictability makes the service much easier to incorporate into production systems and is a major reason we have been able to rely on Bright Data.
In addition, their support team is knowledgeable, responsive, and willing to invest the time needed to investigate problems thoroughly. On several occasions, they have helped us isolate issues that ultimately turned out not to be caused by their infrastructure, rather than simply redirecting us elsewhere. We have also appreciated how receptive they are to feature requests. This was true even when our spending with them was considerably lower than it is today. Just as importantly, they communicate openly about product decisions. When they cannot implement a requested feature, they make an effort to explain the reasoning rather than leaving us without context.
From an administrative stance, the platform is straightforward to manage. Proxy configuration is uncomplicated, resource tracking is precise, and the management tools are convenient for day-to-day work. Their documentation is also well organized and extensive, making it easier to understand the various products and integrate them into our workflows. We also value the transparency regarding pricing, billing, and consumption. Having clear pricing and good visibility into how much of the service we are using is important when dealing with significant daily traffic volumes.
Another important consideration for us is compliance and responsible IP address sourcing. As a cybersecurity firm serving sensitive industries, we place considerable weight on the provenance of the IP addresses we use and on working with a provider that demonstrates a clear compliance posture. Bright Data gives us that level of confidence, which is an important factor in a business environment where these considerations cannot be treated as an afterthought.
IP address diversity is an additional area where Bright Data has been particularly effective. Some other providers are able to accommodate our unique, rigid requirements only by supplying contiguous IP address ranges with special configurations applied to them. Bright Data, by contrast, is able to provide a genuinely diverse set of IP addresses, which is much better suited to our use case.
Bottom line, the combination of dependable performance, capable support, thoughtful communication, straightforward management, comprehensive documentation, transparent billing, and ethical and diverse IP address sourcing renders the additional cost worthwhile in our case.
What do you dislike about the product?
For our volume, Bright Data's charges are higher than that of rival providers; however, the overall value we receive justifies the additional cost.
What problems is the product solving and how is that benefiting you?
As a cybersecurity firm serving sensitive industries, we are limited in the specific details we can share regarding our use case. However, we can confirm that many proxy providers only offer contiguous IP address blocks that meet our strict technical requirements. Because these predictable IP address ranges are easily flagged and blocked by target systems, connection streams are frequently interrupted. Bright Data provides us access to a genuinely diverse global pool of IP addresses, meeting our technical requirements without forced subnet clustering.
Dongil J.
Invaluable Support for High-Impact Academic Research
Reviewed on Oct 12, 2026
Review provided by G2
What do you like best about the product?
What I appreciate most about Bright Data is the transparency throughout the entire data setup and collection process. With other providers, you often have no choice but to purchase massive datasets without truly knowing what’s inside. Bright Data, however, provides a user-friendly interface that helps me clearly understand what data I need and how to access it most efficiently. Furthermore, communicating directly with their account managers allowed me to gain deeper insights into the data. Through these collaborative discussions, I actually came to better understand what specific data I was truly looking for. This whole experience enabled me to access data in the most transparent, logical, and reasonable way possible.
What do you dislike about the product?
What I find challenging about Bright Data is how to handle scraping requests for public domains that are not currently covered. As an individual user, asking for a custom scraper build feels like requesting too big of a commitment from the company, which makes me hesitant to even submit a request. It would be a huge improvement if there were a dedicated system to receive requests for new, unmapped domains, even with no guarantee of fulfillment, and then build scrapers for the ones that are feasible.
What problems is the product solving and how is that benefiting you?
Through The Bright Initiative powered by Bright Data, I was able to successfully complete my Ph.D. dissertation. While I strongly believed my research topic carried significant societal implications, I was initially lost on how to actually collect the necessary data and bring the project to life. Applying for the fellowship and collaborating with Bright Data’s account managers changed everything. Beyond simply providing data, knowing that others recognized the value of my topic gave me immense motivation and encouraged me to think deeply about how to effectively share my research findings with a broader audience. With the continuous support and guidance of the managers, I gained valuable insights that helped frame my research so it carried real-world relevance within professional settings as well. Whenever I get the chance, I actively share information about this fellowship with my peers, and I wholeheartedly recommend this opportunity to other researchers. If you are looking to send a powerful message to society using public data, I strongly encourage you to reach out to The Bright Initiative.